| question_id,question_text,topic_l1,topic_l2,bloom_level,bloom_level_name,difficulty,format_type,persona_id,persona_type,entity_id_primary,entity_ticker,entity_count,has_numerical,multi_hop_flag,temporal_reference_flag,negation_flag,conditional_clause_count,sentence_count,token_count,regulation_flag,train_test_split |
| 0,"Compare Municipal Bonds with convexity in terms of risk, return, and liquidity.",Fixed Income,Municipal Bonds,3,Apply,0.19115,comparison,0,Retail Novice,326,UNV67,1,0,0,0,0,0,1,12,0,train |
| 1,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Equities,Corporate Governance,2,Understand,0.222514,best_of_n,1,Retail Intermediate,18,ARK16,1,0,0,0,0,0,2,28,0,train |
| 2,"An analyst projects QNT63's free cash flow will grow at 5.2% for 4 years, then stabilise at 13.6%. Using a WACC of 133.0%, what is the intrinsic value per share?",Quantitative Methods,Correlation & Covariance,5,Evaluate,0.900493,scenario,2,Self-Directed Investor,24,QNT63,1,1,0,0,0,0,5,30,0,train |
| 3,"Which of the following best describes the primary purpose of Time Value of Money: (a) maximising fee revenue, (b) ensuring regulatory compliance, (c) reducing reporting burden, (d) increasing leverage?",Quantitative Methods,Time Value of Money,3,Apply,0.303143,best_of_n,3,HNW Individual,0,EQT29,1,0,0,1,0,0,1,29,0,train |
| 4,"An investor holds 89 shares of TRX51 at $16.74 per share. If the company announces a 9% stock dividend, what happens to their position value?",Fixed Income,Duration & Convexity,2,Understand,0.112065,scenario,4,Financial Advisor,363,TRX51,1,1,0,0,0,0,3,25,0,train |
| 5,"A call option on EQT29 has a delta of 180.85 and a gamma of 181.178. If the stock rises by $4.45, what is the estimated new delta?",Risk Management,Stress Testing & Scenario Analysis,2,Understand,0.232665,calculation,5,CFA Candidate,0,EQT29,1,1,0,0,0,0,5,27,0,train |
| 6,"An analyst projects XPT26's free cash flow will grow at 10.2% for 5 years, then stabilise at 16.8%. Using a WACC of 105.1%, what is the intrinsic value per share?",Fixed Income,Credit Analysis & Ratings,6,Create,0.906815,scenario,6,Portfolio Manager,14,XPT26,1,1,1,0,0,0,5,30,0,train |
| 7,"A bond with face value $1,000 pays a coupon of 18.7% annually and matures in 30 years. If the yield to maturity is 9.9%, what is its approximate price?",Quantitative Methods,Statistical Analysis — Regression,2,Understand,0.296465,calculation,7,Compliance Officer,46,MXF17,1,1,0,1,0,0,4,29,0,train |
| 8,"Compare Proxy Voting & Shareholder Rights with confidentiality in terms of risk, return, and liquidity.",Regulation & Ethics,Proxy Voting & Shareholder Rights,3,Apply,0.094994,comparison,8,Risk Manager,26,HLX44,1,0,0,1,0,1,1,15,0,train |
| 9,"Which of the following best describes the primary purpose of Asset Allocation — Strategic: (a) speculating on currency direction, (b) hedging against interest rate movements, (c) arbitraging credit spreads, (d) increasing equity exposure?",Portfolio Management,Asset Allocation — Strategic,2,Understand,0.329519,best_of_n,9,Quantitative Analyst,21,INV25,1,0,0,0,0,0,1,33,0,train |
| 10,How does Yield Curve Dynamics perform relative to real yield during periods of rising interest rates?,Fixed Income,Yield Curve Dynamics,2,Understand,0.59017,comparison,0,Retail Novice,1,CAP89,1,0,0,0,0,0,1,16,0,train |
| 11,"Suppose MXF34 misses earnings estimates by 3%. Using historical Consumer Staples sector data, what range of price reactions would you expect?",Portfolio Management,Asset Allocation — Strategic,4,Analyze,0.566202,what_if,1,Retail Intermediate,468,MXF34,1,1,0,0,0,2,2,21,0,train |
| 12,What is Modern Portfolio Theory and why is it important to Portfolio Management investors?,Portfolio Management,Modern Portfolio Theory,3,Apply,0.432244,definition,2,Self-Directed Investor,0,EQT29,1,0,0,0,0,2,1,14,0,train |
| 13,Define Trade & Current Account. How does it differ from lagging indicators?,Economics,Trade & Current Account,2,Understand,0.430995,definition,3,HNW Individual,0,EQT29,1,0,0,0,0,0,2,12,0,train |
| 14,"For a Healthcare company with high capex and stable cash flows, which valuation method is most appropriate and why?",Corporate Finance,Capital Structure — Debt vs Equity,1,Remember,0.173896,best_of_n,4,Financial Advisor,21,INV25,1,0,0,1,0,0,1,19,0,train |
| 15,"Which of the following best describes the primary purpose of Treasury & Government Bonds: (a) maximising fee revenue, (b) ensuring regulatory compliance, (c) reducing reporting burden, (d) increasing leverage?",Fixed Income,Treasury & Government Bonds,1,Remember,0.099595,best_of_n,5,CFA Candidate,69,BLD49,1,0,0,1,0,0,1,29,0,train |
| 16,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Fixed Income,Bond Pricing & Yield,3,Apply,0.753193,best_of_n,6,Portfolio Manager,52,XCL42,1,0,0,0,0,0,2,28,0,train |
| 17,Define Insider Trading Rules. How does it differ from confidentiality?,Regulation & Ethics,Insider Trading Rules,2,Understand,0.174138,definition,7,Compliance Officer,49,CAP84,1,0,0,1,0,0,2,10,0,train |
| 18,"An analyst projects EQT29's free cash flow will grow at 2.0% for 21 years, then stabilise at 6.6%. Using a WACC of 6.5%, what is the intrinsic value per share?",Risk Management,Value at Risk (VaR),4,Analyze,0.764294,scenario,8,Risk Manager,0,EQT29,1,1,0,1,0,2,5,30,0,train |
| 19,"A bond with face value $1,000 pays a coupon of 7.6% annually and matures in 3 years. If the yield to maturity is 12.0%, what is its approximate price?",Fixed Income,Bond Pricing & Yield,1,Remember,0.153395,calculation,9,Quantitative Analyst,0,EQT29,1,1,0,0,0,0,4,29,0,train |
| 20,What is Fiduciary Duty & Suitability and why is it important to Regulation & Ethics investors?,Regulation & Ethics,Fiduciary Duty & Suitability,3,Apply,0.140027,definition,0,Retail Novice,11,RST75,1,0,0,1,0,0,1,16,0,train |
| 21,Define Convertible Bonds. How does it differ from convexity?,Fixed Income,Convertible Bonds,3,Apply,0.372316,definition,1,Retail Intermediate,4,UNV13,1,0,0,0,0,0,2,9,0,train |
| 22,How does Credit Analysis & Ratings perform relative to real yield during periods of rising interest rates?,Fixed Income,Credit Analysis & Ratings,6,Create,0.831856,comparison,2,Self-Directed Investor,152,CAP18,1,0,1,0,0,1,1,17,0,train |
| 23,"For a Industrials company with high capex and stable cash flows, which valuation method is most appropriate and why?",Quantitative Methods,Probability & Distributions,2,Understand,0.135762,best_of_n,3,HNW Individual,9,INV90,1,0,0,0,0,0,1,19,0,train |
| 24,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Regulation & Ethics,Dodd-Frank & Financial Reform,3,Apply,0.659305,error_spotting,4,Financial Advisor,23,TRX12,1,0,0,0,0,0,2,21,0,train |
| 25,"A pension fund has a 9/5 equity/bond allocation. If equities rise 183% and bonds fall 168%, what rebalancing is required to restore the target allocation?",Behavioral Finance,Herding & Market Bubbles,3,Apply,0.599837,scenario,5,CFA Candidate,1,CAP89,1,1,0,0,0,1,2,25,0,train |
| 26,How does Corporate Governance perform relative to mean reversion during periods of rising interest rates?,Equities,Corporate Governance,3,Apply,0.600478,comparison,6,Portfolio Manager,11,RST75,1,0,0,0,0,2,1,15,0,train |
| 27,Contrast the use of Correlation & Covariance versus median as hedging instruments in a Utilities portfolio.,Quantitative Methods,Correlation & Covariance,2,Understand,0.108484,comparison,7,Compliance Officer,0,EQT29,1,0,0,0,0,0,1,16,0,train |
| 28,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Corporate Finance,Leveraged Buyouts,1,Remember,0.013999,best_of_n,8,Risk Manager,68,ZRO59,1,0,0,0,0,0,2,28,0,train |
| 29,Define Equity Valuation — DCF. How does it differ from mean reversion?,Equities,Equity Valuation — DCF,2,Understand,0.213851,definition,9,Quantitative Analyst,3,OPT65,1,0,0,1,0,0,2,12,0,train |
| 30,"Under SEC Rule 10b-5, what disclosure obligations does an investment advisor have when recommending CAP89 to a retail client?",Equities,Equity Valuation — DCF,3,Apply,0.386596,regulatory_applicability,0,Retail Novice,1,CAP89,1,0,0,0,0,0,1,19,1,train |
| 31,Does the following action constitute a violation of The Investment Advisers Act of 1940: an analyst shares material non-public information about YLD40 with a favoured client?,Regulation & Ethics,CFA Institute Code of Ethics,4,Analyze,0.309055,regulatory_applicability,1,Retail Intermediate,356,YLD40,1,0,0,0,0,2,1,26,1,train |
| 32,"Compare Monetary Policy & Interest Rates with deflation in terms of risk, return, and liquidity.",Economics,Monetary Policy & Interest Rates,1,Remember,0.127904,comparison,2,Self-Directed Investor,0,EQT29,1,0,0,0,0,0,1,15,0,train |
| 33,"A pension fund has a 9/15 equity/bond allocation. If equities rise 293% and bonds fall 171%, what rebalancing is required to restore the target allocation?",Equities,Small Cap & Micro Cap,3,Apply,0.718345,scenario,3,HNW Individual,12,EQT54,1,1,0,1,0,2,2,25,0,train |
| 34,"If inflation rises unexpectedly to 19.7%, which asset classes in a balanced portfolio would you expect to outperform and why?",Fixed Income,Bond Pricing & Yield,2,Understand,0.461839,what_if,4,Financial Advisor,13,ALF77,1,1,0,0,0,0,2,20,0,train |
| 35,"For a Real Estate company with high capex and stable cash flows, which valuation method is most appropriate and why?",Real Assets,Real Estate Valuation,4,Analyze,0.758319,best_of_n,5,CFA Candidate,57,FNX98,1,0,0,0,0,2,1,20,0,train |
| 36,"If SPC80 has a price of $215.44 and annual dividends of $98.11, what is its dividend yield?",Fixed Income,Bond Pricing & Yield,5,Evaluate,0.774918,calculation,6,Portfolio Manager,100,SPC80,1,1,0,1,0,2,3,17,0,train |
| 37,What are the key differences between YLD82 and EQT29 in terms of their Fixed Income characteristics?,Fixed Income,Inflation-Linked Bonds (TIPS),1,Remember,0.318298,comparison,7,Compliance Officer,22,YLD82,2,0,0,0,0,0,1,16,0,train |
| 38,Review the following statement: 'A portfolio with a Sharpe ratio of 210.62 is always preferable to one with a ratio of 1.06.' Is this always true?,Equities,Equity Valuation — DCF,3,Apply,0.750479,error_spotting,8,Risk Manager,12,EQT54,1,1,0,0,0,0,4,26,0,train |
| 39,"An investor is considering CAP89 with a beta of 153.19. If the market drops 16%, what is the expected change in the stock price?",Fixed Income,Duration & Convexity,3,Apply,0.564596,scenario,9,Quantitative Analyst,1,CAP89,1,1,1,0,0,1,3,24,0,train |
| 40,What is Liquidity Risk and why is it important to Risk Management investors?,Risk Management,Liquidity Risk,3,Apply,0.1819,definition,0,Retail Novice,1,CAP89,1,0,0,0,0,1,1,13,0,train |
| 41,"For a Materials company with high capex and stable cash flows, which valuation method is most appropriate and why?",Corporate Finance,Capital Structure — Debt vs Equity,1,Remember,0.068849,best_of_n,1,Retail Intermediate,2,BLD37,1,0,0,0,0,0,1,19,0,train |
| 42,"If EQT29 has a price of $9.46 and annual dividends of $9.10, what is its dividend yield?",Derivatives,Swaps — Credit Default,2,Understand,0.146926,calculation,2,Self-Directed Investor,0,EQT29,1,1,0,0,0,0,3,17,0,train |
| 43,"A bond with face value $1,000 pays a coupon of 3.3% annually and matures in 2 years. If the yield to maturity is 24.3%, what is its approximate price?",Behavioral Finance,Prospect Theory & Loss Aversion,3,Apply,0.44817,calculation,3,HNW Individual,1,CAP89,1,1,0,0,0,2,4,29,0,train |
| 44,"For a Financials company with high capex and stable cash flows, which valuation method is most appropriate and why?",Fixed Income,Treasury & Government Bonds,2,Understand,0.335527,best_of_n,4,Financial Advisor,25,EQT28,1,0,0,0,0,0,1,19,0,train |
| 45,"Which of the following best describes the primary purpose of Share Buybacks & Capital Returns: (a) speculating on currency direction, (b) hedging against interest rate movements, (c) arbitraging credit spreads, (d) increasing equity exposure?",Equities,Share Buybacks & Capital Returns,1,Remember,0.020388,best_of_n,5,CFA Candidate,2,BLD37,1,0,0,1,0,0,1,34,0,train |
| 46,An analyst states that Preferred Shares and value investing are interchangeable for risk management purposes. Identify the flaw in this reasoning.,Equities,Preferred Shares,4,Analyze,0.762731,error_spotting,6,Portfolio Manager,1,CAP89,1,0,0,0,0,0,2,21,0,train |
| 47,"For a Utilities company with high capex and stable cash flows, which valuation method is most appropriate and why?",Economics,Currency & Exchange Rates,3,Apply,0.283638,best_of_n,7,Compliance Officer,1,CAP89,1,0,1,0,0,1,1,19,0,train |
| 48,What is Mortgage-Backed Securities and why is it important to Fixed Income investors?,Fixed Income,Mortgage-Backed Securities,2,Understand,0.386675,definition,8,Risk Manager,64,VLT13,1,0,0,0,0,0,1,13,0,train |
| 49,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Regulation & Ethics,SEC Regulations & Reporting,2,Understand,0.129936,best_of_n,9,Quantitative Analyst,2,BLD37,1,0,0,0,0,0,2,28,0,train |
| 50,"If inflation rises unexpectedly to 9.5%, which asset classes in a balanced portfolio would you expect to outperform and why?",Equities,Share Buybacks & Capital Returns,5,Evaluate,0.501744,what_if,0,Retail Novice,456,JPN34,1,1,0,0,0,1,2,20,0,train |
| 51,"A portfolio has an expected return of 7.4% and a standard deviation of 13.9%. If the risk-free rate is 259.9%, what is the Sharpe ratio?",Risk Management,Value at Risk (VaR),4,Analyze,0.530282,calculation,1,Retail Intermediate,0,EQT29,1,1,0,0,0,2,5,25,0,train |
| 52,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Equities,Preferred Shares,1,Remember,0.023694,best_of_n,2,Self-Directed Investor,2,BLD37,1,0,0,0,0,0,2,28,0,train |
| 53,What are the key differences between CAP89 and EQT29 in terms of their Economics characteristics?,Economics,Monetary Policy & Interest Rates,4,Analyze,0.70438,comparison,3,HNW Individual,1,CAP89,2,0,0,0,0,0,1,15,0,train |
| 54,"Explain the concept of Risk-Adjusted Returns (Sharpe, Sortino) in the context of Portfolio Management.",Portfolio Management,"Risk-Adjusted Returns (Sharpe, Sortino)",1,Remember,0.04683,definition,4,Financial Advisor,0,EQT29,1,0,0,0,0,0,1,14,0,train |
| 55,What does Stock Screening & Factors measure and what are its key limitations?,Equities,Stock Screening & Factors,3,Apply,0.215295,definition,5,CFA Candidate,0,EQT29,1,0,1,0,0,1,1,13,0,train |
| 56,"An investor holds 239 shares of INV90 at $48.98 per share. If the company announces a 8% stock dividend, what happens to their position value?",Fixed Income,Municipal Bonds,5,Evaluate,0.837977,scenario,6,Portfolio Manager,9,INV90,1,1,0,0,0,0,3,25,0,train |
| 57,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Alternative Investments,Hedge Funds — Strategies,3,Apply,0.506242,error_spotting,7,Compliance Officer,4,UNV13,1,0,0,1,0,2,2,21,0,train |
| 58,"If inflation rises unexpectedly to 13.2%, which asset classes in a balanced portfolio would you expect to outperform and why?",Portfolio Management,Monte Carlo Simulation,2,Understand,0.52572,what_if,8,Risk Manager,6,JPN79,1,1,0,0,0,0,2,20,0,train |
| 59,Review the following statement: 'A portfolio with a Sharpe ratio of 87.26 is always preferable to one with a ratio of 96.44.' Is this always true?,Fixed Income,Bond Pricing & Yield,4,Analyze,0.390653,error_spotting,9,Quantitative Analyst,0,EQT29,1,1,1,0,0,0,4,26,0,train |
| 60,"Which of the following best describes the primary purpose of Share Buybacks & Capital Returns: (a) pricing individual securities, (b) measuring portfolio return attribution, (c) calculating margin requirements, (d) estimating default probability?",Equities,Share Buybacks & Capital Returns,4,Analyze,0.677631,best_of_n,0,Retail Novice,3,OPT65,1,0,0,1,0,0,1,32,0,train |
| 61,An analyst states that Capital Structure — Debt vs Equity and IRR are interchangeable for risk management purposes. Identify the flaw in this reasoning.,Corporate Finance,Capital Structure — Debt vs Equity,4,Analyze,0.775793,error_spotting,1,Retail Intermediate,23,TRX12,1,0,0,0,0,1,2,24,0,train |
| 62,"For a Consumer Staples company with high capex and stable cash flows, which valuation method is most appropriate and why?",Fixed Income,Yield Curve Dynamics,2,Understand,0.1767,best_of_n,2,Self-Directed Investor,153,OPT27,1,0,0,0,0,0,1,20,0,train |
| 63,"A portfolio has an expected return of 3.3% and a standard deviation of 6.2%. If the risk-free rate is 191.5%, what is the Sharpe ratio?",Fixed Income,Treasury & Government Bonds,3,Apply,0.445287,calculation,3,HNW Individual,240,UNV19,1,1,0,0,0,0,5,25,0,train |
| 64,What is Farmland & Timberland and why is it important to Real Assets investors?,Real Assets,Farmland & Timberland,4,Analyze,0.690682,definition,4,Financial Advisor,67,OPT86,1,0,0,1,0,1,1,14,0,train |
| 65,"A call option on JPN79 has a delta of 120.00 and a gamma of 41.288. If the stock rises by $4.22, what is the estimated new delta?",Fixed Income,Credit Analysis & Ratings,2,Understand,0.101427,calculation,5,CFA Candidate,6,JPN79,1,1,0,0,0,0,5,27,0,train |
| 66,"Which of the following best describes the primary purpose of Factor Investing (Fama-French): (a) maximising expected return, (b) minimising transaction costs, (c) quantifying downside risk, (d) calculating dividend yield?",Portfolio Management,Factor Investing (Fama-French),1,Remember,0.31622,best_of_n,6,Portfolio Manager,6,JPN79,1,0,0,0,0,0,1,29,0,train |
| 67,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Risk Management,Market Risk — Systematic vs Idiosyncratic,2,Understand,0.13421,best_of_n,7,Compliance Officer,29,WRX18,1,0,0,0,0,0,2,28,0,train |
| 68,"An investor holds 136 shares of UNV13 at $22.94 per share. If the company announces a 9% stock dividend, what happens to their position value?",Regulation & Ethics,SEC Regulations & Reporting,1,Remember,0.253604,scenario,8,Risk Manager,4,UNV13,1,1,0,0,0,0,3,25,0,train |
| 69,"A pension fund has a 19/24 equity/bond allocation. If equities rise 104% and bonds fall 93%, what rebalancing is required to restore the target allocation?",Portfolio Management,Asset Allocation — Strategic,5,Evaluate,0.890384,scenario,9,Quantitative Analyst,0,EQT29,1,1,0,1,0,2,2,25,0,train |
| 70,An analyst states that Portfolio Rebalancing and idiosyncratic risk are interchangeable for risk management purposes. Identify the flaw in this reasoning.,Portfolio Management,Portfolio Rebalancing,4,Analyze,0.519593,error_spotting,0,Retail Novice,1,CAP89,1,0,0,0,0,1,2,21,0,train |
| 71,What does Probability & Distributions measure and what are its key limitations?,Quantitative Methods,Probability & Distributions,2,Understand,0.344802,definition,1,Retail Intermediate,3,OPT65,1,0,0,0,0,0,1,12,0,train |
| 72,"Which of the following best describes the primary purpose of Equity Valuation — DCF: (a) pricing individual securities, (b) measuring portfolio return attribution, (c) calculating margin requirements, (d) estimating default probability?",Equities,Equity Valuation — DCF,3,Apply,0.524551,best_of_n,2,Self-Directed Investor,0,EQT29,1,0,0,1,0,1,1,31,0,train |
| 73,"A pension fund has a 4/8 equity/bond allocation. If equities rise 264% and bonds fall 39%, what rebalancing is required to restore the target allocation?",Behavioral Finance,Cognitive Biases in Investing,1,Remember,0.161438,scenario,3,HNW Individual,1,CAP89,1,1,0,0,0,0,2,25,0,train |
| 74,Explain the concept of Stress Testing & Scenario Analysis in the context of Risk Management.,Risk Management,Stress Testing & Scenario Analysis,2,Understand,0.478779,definition,4,Financial Advisor,94,SYN58,1,0,0,0,0,0,1,15,0,train |
| 75,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Portfolio Management,Portfolio Optimization,1,Remember,0.077996,error_spotting,5,CFA Candidate,3,OPT65,1,0,0,0,0,0,2,21,0,train |
| 76,An analyst states that Time Value of Money and causation are interchangeable for risk management purposes. Identify the flaw in this reasoning.,Quantitative Methods,Time Value of Money,4,Analyze,0.568915,error_spotting,6,Portfolio Manager,3,OPT65,1,0,1,0,0,0,2,22,0,train |
| 77,How does SEC Regulation Best Interest (Reg BI) affect the structure and marketing of Value at Risk (VaR) products in the United States?,Risk Management,Value at Risk (VaR),3,Apply,0.595121,regulatory_applicability,7,Compliance Officer,1,CAP89,1,0,1,0,0,2,1,23,1,train |
| 78,"Which of the following best describes the primary purpose of Employment & Labor Markets: (a) maximising expected return, (b) minimising transaction costs, (c) quantifying downside risk, (d) calculating dividend yield?",Economics,Employment & Labor Markets,3,Apply,0.215175,best_of_n,8,Risk Manager,43,SPC51,1,0,0,0,0,1,1,30,0,train |
| 79,Contrast the use of Dividend Discount Models versus value investing as hedging instruments in a Utilities portfolio.,Equities,Dividend Discount Models,3,Apply,0.451769,comparison,9,Quantitative Analyst,0,EQT29,1,0,0,1,0,1,1,17,0,train |
| 80,"For a Financials company with high capex and stable cash flows, which valuation method is most appropriate and why?",Equities,Equity Index Construction,3,Apply,0.348894,best_of_n,0,Retail Novice,91,SYN76,1,0,0,1,0,2,1,19,0,train |
| 81,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Economics,Employment & Labor Markets,4,Analyze,0.51218,error_spotting,1,Retail Intermediate,10,XCL12,1,0,0,1,0,2,2,21,0,train |
| 82,"If the P/E ratio of ARK40 is 214.7 and the industry average is 198.6, what does this imply about the market's growth expectations?",Portfolio Management,Portfolio Rebalancing,1,Remember,0.049689,calculation,2,Self-Directed Investor,58,ARK40,1,1,0,0,0,0,3,23,0,train |
| 83,"A call option on EQT54 has a delta of 224.97 and a gamma of 20.743. If the stock rises by $15.92, what is the estimated new delta?",Fixed Income,Callable & Putable Bonds,3,Apply,0.598644,calculation,3,HNW Individual,12,EQT54,1,1,0,0,0,1,5,27,0,train |
| 84,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Equities,IPO & Secondary Offerings,1,Remember,0.270035,error_spotting,4,Financial Advisor,0,EQT29,1,0,0,0,0,0,2,21,0,train |
| 85,Define Risk Budgeting. How does it differ from operational risk?,Risk Management,Risk Budgeting,2,Understand,0.157445,definition,5,CFA Candidate,1,CAP89,1,0,0,1,0,0,2,10,0,train |
| 86,Explain the concept of Dividend Policy in the context of Corporate Finance.,Corporate Finance,Dividend Policy,2,Understand,0.389501,definition,6,Portfolio Manager,259,UNV48,1,0,0,0,0,0,1,12,0,train |
| 87,"A portfolio has an expected return of 17.5% and a standard deviation of 22.4%. If the risk-free rate is 223.3%, what is the Sharpe ratio?",Equities,Equity Valuation — DCF,5,Evaluate,0.91322,calculation,7,Compliance Officer,0,EQT29,1,1,0,0,0,0,5,25,0,train |
| 88,"If the Federal Reserve raises interest rates by 180 basis points, how would you expect Municipal Bonds to respond and why?",Fixed Income,Municipal Bonds,6,Create,0.920957,what_if,8,Risk Manager,23,TRX12,1,1,0,0,0,0,1,21,0,train |
| 89,"A pension fund has a 5/4 equity/bond allocation. If equities rise 59% and bonds fall 162%, what rebalancing is required to restore the target allocation?",Fixed Income,Bond Pricing & Yield,1,Remember,0.203712,scenario,9,Quantitative Analyst,86,RST25,1,1,0,0,0,0,2,25,0,train |
| 90,"If EQT29 has a price of $282.34 and annual dividends of $165.95, what is its dividend yield?",Alternative Investments,Infrastructure Investing,1,Remember,0.202406,calculation,0,Retail Novice,0,EQT29,1,1,0,0,0,0,3,17,0,train |
| 91,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Quantitative Methods,Time Series Analysis,2,Understand,0.566682,best_of_n,1,Retail Intermediate,0,EQT29,1,0,0,0,0,0,2,28,0,train |
| 92,An investor buys XCL12 at $84.02 and sells at $63.98 after 19 years with no dividends. What is the annualised return?,Quantitative Methods,Time Value of Money,3,Apply,0.587081,calculation,2,Self-Directed Investor,10,XCL12,1,1,0,0,0,1,4,21,0,train |
| 93,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Regulation & Ethics,SEC Regulations & Reporting,6,Create,0.464283,error_spotting,3,HNW Individual,1,CAP89,1,0,0,0,0,1,2,21,0,train |
| 94,"An analyst projects EQT29's free cash flow will grow at 9.6% for 26 years, then stabilise at 4.8%. Using a WACC of 282.4%, what is the intrinsic value per share?",Portfolio Management,Liability-Driven Investing,5,Evaluate,0.907241,scenario,4,Financial Advisor,0,EQT29,1,1,0,1,0,0,5,30,0,train |
| 95,"A call option on KRX53 has a delta of 158.38 and a gamma of 101.820. If the stock rises by $39.59, what is the estimated new delta?",Fixed Income,Corporate Bonds,3,Apply,0.34114,calculation,5,CFA Candidate,38,KRX53,1,1,0,0,0,0,5,27,0,train |
| 96,"If the Federal Reserve raises interest rates by 114 basis points, how would you expect CFA Institute Code of Ethics to respond and why?",Regulation & Ethics,CFA Institute Code of Ethics,4,Analyze,0.628805,what_if,6,Portfolio Manager,0,EQT29,1,1,0,1,0,2,1,24,0,train |
| 97,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Risk Management,Credit Risk,2,Understand,0.167385,best_of_n,7,Compliance Officer,0,EQT29,1,0,0,0,0,0,2,28,0,train |
| 98,Explain the concept of Value at Risk (VaR) in the context of Risk Management.,Risk Management,Value at Risk (VaR),3,Apply,0.510144,definition,8,Risk Manager,22,YLD82,1,0,1,0,0,0,1,14,0,train |
| 99,"A portfolio has an expected return of 13.8% and a standard deviation of 8.7%. If the risk-free rate is 177.4%, what is the Sharpe ratio?",Portfolio Management,Portfolio Rebalancing,3,Apply,0.612673,calculation,9,Quantitative Analyst,19,ARK18,1,1,0,0,0,1,5,25,0,train |
| 100,Does the following action constitute a violation of SEC Rule 10b-5: an analyst shares material non-public information about CAP89 with a favoured client?,Regulation & Ethics,SEC Regulations & Reporting,1,Remember,0.194035,regulatory_applicability,0,Retail Novice,1,CAP89,1,0,0,1,0,0,1,23,1,train |
| 101,"A call option on EQT29 has a delta of 217.18 and a gamma of 143.559. If the stock rises by $33.39, what is the estimated new delta?",Fixed Income,High Yield / Junk Bonds,3,Apply,0.385795,calculation,1,Retail Intermediate,0,EQT29,1,1,0,0,0,1,5,27,0,train |
| 102,Explain the concept of Credit Risk in the context of Risk Management.,Risk Management,Credit Risk,2,Understand,0.506503,definition,2,Self-Directed Investor,2,BLD37,1,0,0,0,0,0,1,12,0,train |
| 103,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Equities,Equity Valuation — DCF,2,Understand,0.305059,best_of_n,3,HNW Individual,26,HLX44,1,0,0,0,0,0,2,28,0,train |
| 104,"Compare Equity Valuation — Multiples with mean reversion in terms of risk, return, and liquidity.",Equities,Equity Valuation — Multiples,1,Remember,0.001089,comparison,4,Financial Advisor,0,EQT29,1,0,0,0,0,0,1,15,0,train |
| 105,"A pension fund has a 3/14 equity/bond allocation. If equities rise 184% and bonds fall 156%, what rebalancing is required to restore the target allocation?",Portfolio Management,Modern Portfolio Theory,3,Apply,0.42805,scenario,5,CFA Candidate,117,PRX31,1,1,0,0,0,0,2,25,0,train |
| 106,Does the following action constitute a violation of ERISA: an analyst shares material non-public information about DRV51 with a favoured client?,Derivatives,Options Pricing — Black-Scholes,4,Analyze,0.663675,regulatory_applicability,6,Portfolio Manager,20,DRV51,1,0,0,0,0,2,1,21,1,train |
| 107,"For a Utilities company with high capex and stable cash flows, which valuation method is most appropriate and why?",Derivatives,Swaps — Credit Default,2,Understand,0.600735,best_of_n,7,Compliance Officer,0,EQT29,1,0,0,1,0,0,1,19,0,train |
| 108,"Which of the following best describes the primary purpose of Fiduciary Duty & Suitability: (a) pricing individual securities, (b) measuring portfolio return attribution, (c) calculating margin requirements, (d) estimating default probability?",Regulation & Ethics,Fiduciary Duty & Suitability,5,Evaluate,0.544479,best_of_n,8,Risk Manager,10,XCL12,1,0,0,0,0,0,1,31,0,train |
| 109,"A pension fund has a 9/14 equity/bond allocation. If equities rise 109% and bonds fall 46%, what rebalancing is required to restore the target allocation?",Equities,Earnings Analysis & EPS,4,Analyze,0.496496,scenario,9,Quantitative Analyst,50,EQT86,1,1,0,0,0,0,2,25,0,train |
| 110,"For a Healthcare company with high capex and stable cash flows, which valuation method is most appropriate and why?",Equities,Equity Valuation — Multiples,2,Understand,0.472016,best_of_n,0,Retail Novice,3,OPT65,1,0,0,0,0,0,1,19,0,train |
| 111,What does Prospect Theory & Loss Aversion measure and what are its key limitations?,Behavioral Finance,Prospect Theory & Loss Aversion,3,Apply,0.385002,definition,1,Retail Intermediate,2,BLD37,1,0,0,0,0,1,1,14,0,train |
| 112,What is IPO & Secondary Offerings and why is it important to Equities investors?,Equities,IPO & Secondary Offerings,2,Understand,0.259415,definition,2,Self-Directed Investor,105,XPT92,1,0,0,0,0,0,1,14,0,train |
| 113,What are the key differences between OPT65 and ALF77 in terms of their Derivatives characteristics?,Derivatives,Swaps — Credit Default,2,Understand,0.308364,comparison,3,HNW Individual,3,OPT65,2,0,0,0,0,0,1,15,0,train |
| 114,How does Options Pricing — Black-Scholes perform relative to put option during periods of rising interest rates?,Derivatives,Options Pricing — Black-Scholes,4,Analyze,0.338943,comparison,4,Financial Advisor,1,CAP89,1,0,1,0,0,0,1,17,0,train |
| 115,What does Free Cash Flow Analysis measure and what are its key limitations?,Corporate Finance,Free Cash Flow Analysis,2,Understand,0.092996,definition,5,CFA Candidate,314,YLD24,1,0,0,1,0,0,1,13,0,train |
| 116,"For a Materials company with high capex and stable cash flows, which valuation method is most appropriate and why?",Risk Management,Value at Risk (VaR),3,Apply,0.46677,best_of_n,6,Portfolio Manager,2,BLD37,1,0,0,0,0,1,1,19,0,train |
| 117,Define Hypothesis Testing. How does it differ from median?,Quantitative Methods,Hypothesis Testing,1,Remember,0.289724,definition,7,Compliance Officer,0,EQT29,1,0,0,0,0,0,2,9,0,train |
| 118,"If the P/E ratio of TRX12 is 291.6 and the industry average is 180.2, what does this imply about the market's growth expectations?",Real Assets,Real Estate Valuation,3,Apply,0.379539,calculation,8,Risk Manager,23,TRX12,1,1,0,1,0,1,3,23,0,train |
| 119,"Suppose RST66 misses earnings estimates by 12%. Using historical Consumer Staples sector data, what range of price reactions would you expect?",Fixed Income,Duration & Convexity,6,Create,0.868552,what_if,9,Quantitative Analyst,137,RST66,1,1,0,0,0,2,2,21,0,train |
| 120,"Which of the following best describes the primary purpose of WACC & Cost of Capital: (a) pricing individual securities, (b) measuring portfolio return attribution, (c) calculating margin requirements, (d) estimating default probability?",Corporate Finance,WACC & Cost of Capital,3,Apply,0.250619,best_of_n,0,Retail Novice,0,EQT29,1,0,0,0,0,1,1,32,0,train |
| 121,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Economics,Employment & Labor Markets,2,Understand,0.326091,best_of_n,1,Retail Intermediate,0,EQT29,1,0,0,0,0,0,2,28,0,train |
| 122,Explain the concept of Distressed Debt in the context of Alternative Investments.,Alternative Investments,Distressed Debt,1,Remember,0.154762,definition,2,Self-Directed Investor,5,UNV31,1,0,0,1,0,0,1,12,0,train |
| 123,"Which of the following best describes the primary purpose of Duration & Convexity: (a) maximising fee revenue, (b) ensuring regulatory compliance, (c) reducing reporting burden, (d) increasing leverage?",Fixed Income,Duration & Convexity,1,Remember,0.185091,best_of_n,3,HNW Individual,14,XPT26,1,0,0,0,0,0,1,28,0,train |
| 124,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Regulation & Ethics,Insider Trading Rules,2,Understand,0.190978,best_of_n,4,Financial Advisor,0,EQT29,1,0,0,0,0,0,2,28,0,train |
| 125,"For a Healthcare company with high capex and stable cash flows, which valuation method is most appropriate and why?",Fixed Income,Yield Curve Dynamics,2,Understand,0.266563,best_of_n,5,CFA Candidate,3,OPT65,1,0,0,0,0,0,1,19,0,train |
| 126,"An analyst projects NVP63's free cash flow will grow at 14.8% for 6 years, then stabilise at 19.1%. Using a WACC of 73.5%, what is the intrinsic value per share?",Corporate Finance,M&A Valuation,6,Create,0.915911,scenario,6,Portfolio Manager,28,NVP63,1,1,0,0,0,0,5,30,0,train |
| 127,What does Momentum & Technical Analysis measure and what are its key limitations?,Equities,Momentum & Technical Analysis,2,Understand,0.329141,definition,7,Compliance Officer,1,CAP89,1,0,1,0,0,0,1,13,0,train |
| 128,Review the following statement: 'A portfolio with a Sharpe ratio of 91.12 is always preferable to one with a ratio of 77.35.' Is this always true?,Fixed Income,Duration & Convexity,2,Understand,0.252707,error_spotting,8,Risk Manager,1,CAP89,1,1,0,0,0,0,4,26,0,train |
| 129,Define Probability & Distributions. How does it differ from median?,Quantitative Methods,Probability & Distributions,5,Evaluate,0.404195,definition,9,Quantitative Analyst,9,INV90,1,0,0,0,0,2,2,10,0,train |
| 130,"If the P/E ratio of EQT29 is 152.0 and the industry average is 161.7, what does this imply about the market's growth expectations?",Fixed Income,Credit Analysis & Ratings,6,Create,0.968253,calculation,0,Retail Novice,0,EQT29,1,1,0,0,0,0,3,23,0,train |
| 131,Review the following statement: 'A portfolio with a Sharpe ratio of 230.57 is always preferable to one with a ratio of 36.12.' Is this always true?,Derivatives,Options Pricing — Black-Scholes,3,Apply,0.476466,error_spotting,1,Retail Intermediate,0,EQT29,1,1,0,1,0,2,4,26,0,train |
| 132,"If the Federal Reserve raises interest rates by 166 basis points, how would you expect Momentum & Technical Analysis to respond and why?",Equities,Momentum & Technical Analysis,5,Evaluate,0.826829,what_if,2,Self-Directed Investor,101,ARK95,1,1,0,0,0,2,1,23,0,train |
| 133,An analyst states that Hedging with Derivatives and forwards are interchangeable for risk management purposes. Identify the flaw in this reasoning.,Derivatives,Hedging with Derivatives,1,Remember,0.117071,error_spotting,3,HNW Individual,3,OPT65,1,0,0,0,0,0,2,21,0,train |
| 134,How does Liquidity Risk perform relative to credit risk during periods of rising interest rates?,Risk Management,Liquidity Risk,5,Evaluate,0.394087,comparison,4,Financial Advisor,2,BLD37,1,0,0,0,0,1,1,15,0,train |
| 135,"Which of the following best describes the primary purpose of SEC Regulations & Reporting: (a) maximising fee revenue, (b) ensuring regulatory compliance, (c) reducing reporting burden, (d) increasing leverage?",Regulation & Ethics,SEC Regulations & Reporting,1,Remember,0.242065,best_of_n,5,CFA Candidate,1,CAP89,1,0,0,0,0,0,1,29,0,train |
| 136,"If the Federal Reserve raises interest rates by 258 basis points, how would you expect Statistical Analysis — Regression to respond and why?",Quantitative Methods,Statistical Analysis — Regression,1,Remember,0.013422,what_if,6,Portfolio Manager,272,NVP74,1,1,0,1,0,0,1,23,0,train |
| 137,"A call option on HLX19 has a delta of 169.98 and a gamma of 162.276. If the stock rises by $6.53, what is the estimated new delta?",Economics,GDP & Economic Indicators,3,Apply,0.627814,calculation,7,Compliance Officer,34,HLX19,1,1,0,0,0,0,5,27,0,train |
| 138,"Which of the following best describes the primary purpose of Options Greeks: (a) maximising expected return, (b) minimising transaction costs, (c) quantifying downside risk, (d) calculating dividend yield?",Derivatives,Options Greeks,4,Analyze,0.702165,best_of_n,8,Risk Manager,0,EQT29,1,0,1,0,0,2,1,28,0,train |
| 139,"An investor is considering EQT29 with a beta of 7.72. If the market drops 3%, what is the expected change in the stock price?",Fixed Income,Bond Pricing & Yield,3,Apply,0.635962,scenario,9,Quantitative Analyst,0,EQT29,1,1,0,1,0,1,3,24,0,train |
| 140,"An investor holds 16 shares of EQT29 at $14.60 per share. If the company announces a 18% stock dividend, what happens to their position value?",Quantitative Methods,Time Value of Money,4,Analyze,0.685491,scenario,0,Retail Novice,0,EQT29,1,1,1,1,0,0,3,25,0,train |
| 141,"A pension fund has a 2/6 equity/bond allocation. If equities rise 79% and bonds fall 173%, what rebalancing is required to restore the target allocation?",Equities,IPO & Secondary Offerings,2,Understand,0.143195,scenario,1,Retail Intermediate,1,CAP89,1,1,0,0,0,0,2,25,0,train |
| 142,"An analyst projects CAP89's free cash flow will grow at 17.7% for 12 years, then stabilise at 8.8%. Using a WACC of 128.9%, what is the intrinsic value per share?",Portfolio Management,Drawdown Management,2,Understand,0.079115,scenario,2,Self-Directed Investor,1,CAP89,1,1,0,0,0,0,5,30,0,train |
| 143,"An investor is considering EQT29 with a beta of 227.86. If the market drops 19%, what is the expected change in the stock price?",Corporate Finance,Leveraged Buyouts,5,Evaluate,0.726573,scenario,3,HNW Individual,0,EQT29,1,1,1,0,0,2,3,24,0,train |
| 144,"Under MiFID II, what disclosure obligations does an investment advisor have when recommending EQT29 to a retail client?",Economics,Federal Reserve & Central Banks,3,Apply,0.606405,regulatory_applicability,4,Financial Advisor,0,EQT29,1,0,0,0,0,2,1,18,1,train |
| 145,Define Inflation-Linked Bonds (TIPS). How does it differ from real yield?,Fixed Income,Inflation-Linked Bonds (TIPS),1,Remember,0.194168,definition,5,CFA Candidate,31,ALF44,1,0,0,0,0,0,2,11,0,train |
| 146,"For a Communication Services company with high capex and stable cash flows, which valuation method is most appropriate and why?",Portfolio Management,Modern Portfolio Theory,3,Apply,0.380014,best_of_n,6,Portfolio Manager,366,INV19,1,0,0,0,0,0,1,20,0,train |
| 147,"An investor is considering BLD61 with a beta of 130.30. If the market drops 8%, what is the expected change in the stock price?",Corporate Finance,Capital Structure — Debt vs Equity,2,Understand,0.094507,scenario,7,Compliance Officer,158,BLD61,1,1,0,0,0,0,3,24,0,train |
| 148,"An investor holds 279 shares of FNX11 at $94.52 per share. If the company announces a 7% stock dividend, what happens to their position value?",Regulation & Ethics,Investment Advisor Act,4,Analyze,0.512189,scenario,8,Risk Manager,63,FNX11,1,1,0,1,0,0,3,25,0,train |
| 149,Define Capital Structure — Debt vs Equity. How does it differ from cost of equity?,Corporate Finance,Capital Structure — Debt vs Equity,4,Analyze,0.689142,definition,9,Quantitative Analyst,0,EQT29,1,0,0,0,0,0,2,15,0,train |
| 150,"How does Risk-Adjusted Returns (Sharpe, Sortino) perform relative to tactical allocation during periods of rising interest rates?",Portfolio Management,"Risk-Adjusted Returns (Sharpe, Sortino)",4,Analyze,0.601854,comparison,0,Retail Novice,4,UNV13,1,0,0,1,0,2,1,17,0,train |
| 151,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Real Assets,Natural Resources Investing,2,Understand,0.183718,best_of_n,1,Retail Intermediate,0,EQT29,1,0,0,0,0,0,2,28,0,train |
| 152,An investor buys OPT65 at $55.67 and sells at $32.74 after 28 years with no dividends. What is the annualised return?,Economics,Employment & Labor Markets,1,Remember,0.17098,calculation,2,Self-Directed Investor,3,OPT65,1,1,0,0,0,0,4,21,0,train |
| 153,"A portfolio has an expected return of 19.6% and a standard deviation of 15.8%. If the risk-free rate is 222.3%, what is the Sharpe ratio?",Portfolio Management,Asset Allocation — Tactical,3,Apply,0.070153,calculation,3,HNW Individual,464,DRV92,1,1,0,0,0,1,5,25,0,train |
| 154,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Alternative Investments,Private Equity & Venture Capital,1,Remember,0.059347,best_of_n,4,Financial Advisor,167,VLT89,1,0,0,1,0,0,2,28,0,train |
| 155,"An investor is considering EQT29 with a beta of 146.95. If the market drops 18%, what is the expected change in the stock price?",Fixed Income,Treasury & Government Bonds,4,Analyze,0.630559,scenario,5,CFA Candidate,0,EQT29,1,1,0,0,0,2,3,24,0,train |
| 156,"Under ERISA, what disclosure obligations does an investment advisor have when recommending EQT29 to a retail client?",Equities,Equity Valuation — Multiples,1,Remember,0.06504,regulatory_applicability,6,Portfolio Manager,0,EQT29,1,0,0,0,0,0,1,17,1,train |
| 157,What would happen to WRX11's bond price if its credit rating is downgraded from A- to B?,Equities,Stock Screening & Factors,3,Apply,0.313486,what_if,7,Compliance Officer,8,WRX11,1,0,0,0,0,2,1,17,0,train |
| 158,How does Liquidity Risk perform relative to credit risk during periods of rising interest rates?,Risk Management,Liquidity Risk,1,Remember,0.246457,comparison,8,Risk Manager,3,OPT65,1,0,0,1,0,0,1,15,0,train |
| 159,Contrast the use of IPO & Secondary Offerings versus comparable company analysis as hedging instruments in a Healthcare portfolio.,Equities,IPO & Secondary Offerings,3,Apply,0.496554,comparison,9,Quantitative Analyst,3,OPT65,1,0,0,0,0,2,1,19,0,train |
| 160,"Compare Risk-Adjusted Returns (Sharpe, Sortino) with idiosyncratic risk in terms of risk, return, and liquidity.",Portfolio Management,"Risk-Adjusted Returns (Sharpe, Sortino)",5,Evaluate,0.862675,comparison,0,Retail Novice,229,EQT22,1,0,1,0,0,0,1,15,0,train |
| 161,"For a Utilities company with high capex and stable cash flows, which valuation method is most appropriate and why?",Portfolio Management,"Risk-Adjusted Returns (Sharpe, Sortino)",2,Understand,0.450367,best_of_n,1,Retail Intermediate,0,EQT29,1,0,1,0,0,0,1,19,0,train |
| 162,Explain the concept of Employment & Labor Markets in the context of Economics.,Economics,Employment & Labor Markets,2,Understand,0.162456,definition,2,Self-Directed Investor,8,WRX11,1,0,0,0,0,0,1,13,0,train |
| 163,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Fixed Income,Credit Analysis & Ratings,2,Understand,0.486787,best_of_n,3,HNW Individual,24,QNT63,1,0,0,0,0,0,2,28,0,train |
| 164,What is Fiduciary Duty & Suitability and why is it important to Regulation & Ethics investors?,Regulation & Ethics,Fiduciary Duty & Suitability,5,Evaluate,0.886721,definition,4,Financial Advisor,0,EQT29,1,0,1,0,0,2,1,16,0,train |
| 165,"Under CFA Institute Standard IV(A), what disclosure obligations does an investment advisor have when recommending NVP63 to a retail client?",Equities,Share Buybacks & Capital Returns,1,Remember,0.126177,regulatory_applicability,5,CFA Candidate,28,NVP63,1,0,0,0,0,0,1,20,1,train |
| 166,"An analyst projects NVP98's free cash flow will grow at 16.2% for 24 years, then stabilise at 18.4%. Using a WACC of 220.9%, what is the intrinsic value per share?",Economics,Inflation & CPI,2,Understand,0.388727,scenario,6,Portfolio Manager,87,NVP98,1,1,0,1,0,0,5,30,0,train |
| 167,"A call option on UNV13 has a delta of 229.80 and a gamma of 20.311. If the stock rises by $15.45, what is the estimated new delta?",Fixed Income,Duration & Convexity,3,Apply,0.098775,calculation,7,Compliance Officer,4,UNV13,1,1,0,1,0,2,5,27,0,train |
| 168,What is Earnings Analysis & EPS and why is it important to Equities investors?,Equities,Earnings Analysis & EPS,1,Remember,0.003154,definition,8,Risk Manager,105,XPT92,1,0,0,1,0,0,1,14,0,train |
| 169,"A bond with face value $1,000 pays a coupon of 4.2% annually and matures in 22 years. If the yield to maturity is 6.3%, what is its approximate price?",Equities,Short Selling Mechanics,2,Understand,0.345233,calculation,9,Quantitative Analyst,8,WRX11,1,1,0,1,0,0,4,29,0,train |
| 170,"For a Industrials company with high capex and stable cash flows, which valuation method is most appropriate and why?",Quantitative Methods,Statistical Analysis — Regression,3,Apply,0.413541,best_of_n,0,Retail Novice,8,WRX11,1,0,0,1,0,1,1,19,0,train |
| 171,Contrast the use of Options Pricing — Black-Scholes versus put option as hedging instruments in a Technology portfolio.,Derivatives,Options Pricing — Black-Scholes,3,Apply,0.559955,comparison,1,Retail Intermediate,58,ARK40,1,0,0,0,0,1,1,18,0,train |
| 172,"If the Federal Reserve raises interest rates by 15 basis points, how would you expect Monetary Policy & Interest Rates to respond and why?",Economics,Monetary Policy & Interest Rates,4,Analyze,0.553229,what_if,2,Self-Directed Investor,44,JPN53,1,1,1,0,0,0,1,24,0,train |
| 173,Define Modern Portfolio Theory. How does it differ from beta?,Portfolio Management,Modern Portfolio Theory,2,Understand,0.366715,definition,3,HNW Individual,3,OPT65,1,0,0,1,0,0,2,10,0,train |
| 174,"If inflation rises unexpectedly to 15.3%, which asset classes in a balanced portfolio would you expect to outperform and why?",Equities,Equity Valuation — DCF,4,Analyze,0.850192,what_if,4,Financial Advisor,5,UNV31,1,1,0,1,0,0,2,20,0,train |
| 175,What does Swaps — Interest Rate measure and what are its key limitations?,Derivatives,Swaps — Interest Rate,4,Analyze,0.915408,definition,5,CFA Candidate,0,EQT29,1,0,0,0,0,1,1,13,0,train |
| 176,What is Municipal Bonds and why is it important to Fixed Income investors?,Fixed Income,Municipal Bonds,2,Understand,0.168822,definition,6,Portfolio Manager,1,CAP89,1,0,0,0,0,0,1,13,0,train |
| 177,"Which of the following best describes the primary purpose of Swaps — Interest Rate: (a) speculating on currency direction, (b) hedging against interest rate movements, (c) arbitraging credit spreads, (d) increasing equity exposure?",Derivatives,Swaps — Interest Rate,1,Remember,0.039699,best_of_n,7,Compliance Officer,0,EQT29,1,0,0,1,0,0,1,33,0,train |
| 178,"An analyst projects LMN37's free cash flow will grow at 15.4% for 14 years, then stabilise at 14.3%. Using a WACC of 283.1%, what is the intrinsic value per share?",Equities,Stock Screening & Factors,4,Analyze,0.349774,scenario,8,Risk Manager,17,LMN37,1,1,0,0,0,0,5,30,0,train |
| 179,"For a Utilities company with high capex and stable cash flows, which valuation method is most appropriate and why?",Corporate Finance,Capital Budgeting — NPV & IRR,2,Understand,0.12196,best_of_n,9,Quantitative Analyst,1,CAP89,1,0,0,0,0,0,1,19,0,train |
| 180,What is Counterparty Risk and why is it important to Risk Management investors?,Risk Management,Counterparty Risk,3,Apply,0.367528,definition,0,Retail Novice,0,EQT29,1,0,0,0,0,2,1,13,0,train |
| 181,An analyst states that Real Asset Inflation Hedging and infrastructure are interchangeable for risk management purposes. Identify the flaw in this reasoning.,Real Assets,Real Asset Inflation Hedging,4,Analyze,0.742817,error_spotting,1,Retail Intermediate,0,EQT29,1,0,0,0,0,1,2,22,0,train |
| 182,"An analyst projects CAP89's free cash flow will grow at 18.3% for 6 years, then stabilise at 15.4%. Using a WACC of 10.5%, what is the intrinsic value per share?",Economics,Currency & Exchange Rates,4,Analyze,0.551947,scenario,2,Self-Directed Investor,1,CAP89,1,1,0,0,0,1,5,30,0,train |
| 183,"Which of the following best describes the primary purpose of Time Value of Money: (a) maximising fee revenue, (b) ensuring regulatory compliance, (c) reducing reporting burden, (d) increasing leverage?",Quantitative Methods,Time Value of Money,2,Understand,0.06569,best_of_n,3,HNW Individual,0,EQT29,1,0,0,1,0,0,1,29,0,train |
| 184,What is Infrastructure Investing and why is it important to Alternative Investments investors?,Alternative Investments,Infrastructure Investing,4,Analyze,0.534091,definition,4,Financial Advisor,415,ZRO30,1,0,0,0,0,2,1,13,0,train |
| 185,Define Equity Valuation — Multiples. How does it differ from mean reversion?,Equities,Equity Valuation — Multiples,3,Apply,0.307734,definition,5,CFA Candidate,41,KRX24,1,0,1,0,0,2,2,12,0,train |
| 186,"If CAP89 has a price of $181.71 and annual dividends of $188.31, what is its dividend yield?",Equities,Sector Rotation Strategies,1,Remember,0.040599,calculation,6,Portfolio Manager,1,CAP89,1,1,0,1,0,0,3,17,0,train |
| 187,"An investor is considering EQT41 with a beta of 78.67. If the market drops 7%, what is the expected change in the stock price?",Risk Management,Risk Budgeting,2,Understand,0.254489,scenario,7,Compliance Officer,144,EQT41,1,1,0,0,0,0,3,24,0,train |
| 188,"Compare Futures & Forwards with credit default swap in terms of risk, return, and liquidity.",Derivatives,Futures & Forwards,4,Analyze,0.263489,comparison,8,Risk Manager,129,QNT10,1,0,0,0,0,1,1,15,0,train |
| 189,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Equities,IPO & Secondary Offerings,1,Remember,0.077699,error_spotting,9,Quantitative Analyst,1,CAP89,1,0,0,0,0,0,2,21,0,train |
| 190,"Explain the concept of Risk-Adjusted Returns (Sharpe, Sortino) in the context of Portfolio Management.",Portfolio Management,"Risk-Adjusted Returns (Sharpe, Sortino)",2,Understand,0.297811,definition,0,Retail Novice,1,CAP89,1,0,0,1,0,0,1,14,0,train |
| 191,What does WACC & Cost of Capital measure and what are its key limitations?,Corporate Finance,WACC & Cost of Capital,2,Understand,0.404711,definition,1,Retail Intermediate,0,EQT29,1,0,0,1,0,0,1,14,0,train |
| 192,"An investor holds 237 shares of EQT29 at $38.44 per share. If the company announces a 20% stock dividend, what happens to their position value?",Derivatives,Structured Products,2,Understand,0.33443,scenario,2,Self-Directed Investor,0,EQT29,1,1,1,0,0,0,3,25,0,train |
| 193,"A pension fund has a 12/11 equity/bond allocation. If equities rise 162% and bonds fall 180%, what rebalancing is required to restore the target allocation?",Derivatives,Futures & Forwards,4,Analyze,0.721068,scenario,3,HNW Individual,26,HLX44,1,1,1,0,0,0,2,25,0,train |
| 194,Explain the concept of Municipal Bonds in the context of Fixed Income.,Fixed Income,Municipal Bonds,1,Remember,0.089595,definition,4,Financial Advisor,0,EQT29,1,0,0,0,0,0,1,12,0,train |
| 195,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Equities,Earnings Analysis & EPS,1,Remember,0.004895,error_spotting,5,CFA Candidate,38,KRX53,1,0,0,0,0,0,2,21,0,train |
| 196,"Compare Private Equity & Venture Capital with REITs in terms of risk, return, and liquidity.",Alternative Investments,Private Equity & Venture Capital,5,Evaluate,0.865176,comparison,6,Portfolio Manager,121,FNX51,1,0,0,1,0,1,1,15,0,train |
| 197,How does SEC Regulation Best Interest (Reg BI) affect the structure and marketing of Dividend Discount Models products in the United States?,Equities,Dividend Discount Models,6,Create,0.971974,regulatory_applicability,7,Compliance Officer,258,PRX19,1,0,0,0,0,1,1,22,1,train |
| 198,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Fixed Income,Yield Curve Dynamics,4,Analyze,0.40279,error_spotting,8,Risk Manager,2,BLD37,1,0,0,1,0,1,2,21,0,train |
| 199,"A bond with face value $1,000 pays a coupon of 12.0% annually and matures in 4 years. If the yield to maturity is 16.7%, what is its approximate price?",Alternative Investments,Hedge Funds — Strategies,4,Analyze,0.553306,calculation,9,Quantitative Analyst,2,BLD37,1,1,0,0,0,0,4,29,0,train |
| 200,"For a Consumer Staples company with high capex and stable cash flows, which valuation method is most appropriate and why?",Economics,Trade & Current Account,2,Understand,0.133403,best_of_n,0,Retail Novice,15,XPT46,1,0,0,0,0,0,1,20,0,train |
| 201,"A portfolio has an expected return of 9.6% and a standard deviation of 16.3%. If the risk-free rate is 144.7%, what is the Sharpe ratio?",Quantitative Methods,Statistical Analysis — Regression,6,Create,0.98656,calculation,1,Retail Intermediate,11,RST75,1,1,1,0,0,1,5,25,0,train |
| 202,How does Endowment Model perform relative to idiosyncratic risk during periods of rising interest rates?,Portfolio Management,Endowment Model,2,Understand,0.326714,comparison,2,Self-Directed Investor,109,NVP24,1,0,1,0,0,0,1,15,0,train |
| 203,"An investor is considering CAP89 with a beta of 113.23. If the market drops 15%, what is the expected change in the stock price?",Risk Management,Counterparty Risk,2,Understand,0.436009,scenario,3,HNW Individual,1,CAP89,1,1,0,1,0,0,3,24,0,train |
| 204,"Under MiFID II, what disclosure obligations does an investment advisor have when recommending XCL59 to a retail client?",Derivatives,Options Greeks,5,Evaluate,0.509961,regulatory_applicability,4,Financial Advisor,218,XCL59,1,0,0,0,0,2,1,18,1,train |
| 205,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Corporate Finance,Capital Structure — Debt vs Equity,1,Remember,0.206495,best_of_n,5,CFA Candidate,2,BLD37,1,0,0,0,0,0,2,28,0,train |
| 206,Explain the concept of Fiduciary Duty & Suitability in the context of Regulation & Ethics.,Regulation & Ethics,Fiduciary Duty & Suitability,2,Understand,0.086128,definition,6,Portfolio Manager,34,HLX19,1,0,0,1,0,0,1,15,0,train |
| 207,What does Time Series Analysis measure and what are its key limitations?,Quantitative Methods,Time Series Analysis,2,Understand,0.280681,definition,7,Compliance Officer,38,KRX53,1,0,0,0,0,0,1,12,0,train |
| 208,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Derivatives,Options Pricing — Black-Scholes,1,Remember,0.074294,best_of_n,8,Risk Manager,13,ALF77,1,0,0,0,0,0,2,28,0,train |
| 209,What would happen to OPT65's bond price if its credit rating is downgraded from AA to BB-?,Equities,Short Selling Mechanics,2,Understand,0.48854,what_if,9,Quantitative Analyst,3,OPT65,1,0,0,1,0,0,1,17,0,train |
| 210,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Risk Management,Market Risk — Systematic vs Idiosyncratic,4,Analyze,0.57643,error_spotting,0,Retail Novice,4,UNV13,1,0,1,1,0,0,2,21,0,train |
| 211,"A bond with face value $1,000 pays a coupon of 8.9% annually and matures in 8 years. If the yield to maturity is 12.0%, what is its approximate price?",Fixed Income,Duration & Convexity,3,Apply,0.518775,calculation,1,Retail Intermediate,13,ALF77,1,1,0,1,0,2,4,29,0,train |
| 212,An investor buys CAP89 at $190.88 and sells at $194.32 after 13 years with no dividends. What is the annualised return?,Corporate Finance,Corporate Restructuring,4,Analyze,0.666579,calculation,2,Self-Directed Investor,1,CAP89,1,1,0,0,0,1,4,21,0,train |
| 213,Define Share Buybacks & Capital Returns. How does it differ from comparable company analysis?,Equities,Share Buybacks & Capital Returns,2,Understand,0.203528,definition,3,HNW Individual,26,HLX44,1,0,0,0,0,0,2,14,0,train |
| 214,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Quantitative Methods,Statistical Analysis — Regression,3,Apply,0.381793,best_of_n,4,Financial Advisor,9,INV90,1,0,0,0,0,2,2,28,0,train |
| 215,What does Currency Derivatives measure and what are its key limitations?,Derivatives,Currency Derivatives,2,Understand,0.284523,definition,5,CFA Candidate,32,INV77,1,0,1,0,0,0,1,11,0,train |
| 216,"If BLD35 has a price of $226.39 and annual dividends of $10.66, what is its dividend yield?",Equities,Stock Screening & Factors,3,Apply,0.280964,calculation,6,Portfolio Manager,72,BLD35,1,1,1,0,0,1,3,17,0,train |
| 217,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Risk Management,Value at Risk (VaR),6,Create,0.622193,best_of_n,7,Compliance Officer,141,KRX33,1,0,1,1,0,0,2,28,0,train |
| 218,An investor buys XCL12 at $207.29 and sells at $45.69 after 21 years with no dividends. What is the annualised return?,Economics,Yield Curve & Recession Signals,3,Apply,0.799024,calculation,8,Risk Manager,10,XCL12,1,1,0,0,0,1,4,21,0,train |
| 219,"An investor is considering XPT94 with a beta of 194.74. If the market drops 12%, what is the expected change in the stock price?",Fixed Income,Duration & Convexity,6,Create,0.966786,scenario,9,Quantitative Analyst,150,XPT94,1,1,0,1,0,0,3,24,0,train |
| 220,"If the Federal Reserve raises interest rates by 45 basis points, how would you expect Equity Valuation — Multiples to respond and why?",Equities,Equity Valuation — Multiples,5,Evaluate,0.641961,what_if,0,Retail Novice,3,OPT65,1,1,1,0,0,0,1,23,0,train |
| 221,Review the following statement: 'A portfolio with a Sharpe ratio of 187.63 is always preferable to one with a ratio of 152.07.' Is this always true?,Regulation & Ethics,SEC Regulations & Reporting,1,Remember,0.128553,error_spotting,1,Retail Intermediate,0,EQT29,1,1,0,0,0,0,4,26,0,train |
| 222,"If inflation rises unexpectedly to 17.1%, which asset classes in a balanced portfolio would you expect to outperform and why?",Risk Management,Stress Testing & Scenario Analysis,4,Analyze,0.593747,what_if,2,Self-Directed Investor,7,NVP51,1,1,0,0,0,0,2,20,0,train |
| 223,Contrast the use of Equity Valuation — Multiples versus value investing as hedging instruments in a Real Estate portfolio.,Equities,Equity Valuation — Multiples,4,Analyze,0.568738,comparison,3,HNW Individual,40,PRX29,1,0,1,0,0,0,1,19,0,train |
| 224,An investor buys ARK67 at $96.97 and sells at $113.42 after 7 years with no dividends. What is the annualised return?,Economics,Monetary Policy & Interest Rates,3,Apply,0.672696,calculation,4,Financial Advisor,446,ARK67,1,1,0,0,0,2,4,21,0,train |
| 225,"A portfolio has an expected return of 18.8% and a standard deviation of 19.4%. If the risk-free rate is 13.8%, what is the Sharpe ratio?",Derivatives,Futures & Forwards,2,Understand,0.1643,calculation,5,CFA Candidate,1,CAP89,1,1,0,0,0,0,5,25,0,train |
| 226,How does Bond Pricing & Yield perform relative to real yield during periods of rising interest rates?,Fixed Income,Bond Pricing & Yield,3,Apply,0.456498,comparison,6,Portfolio Manager,18,ARK16,1,0,1,0,0,2,1,17,0,train |
| 227,"A call option on XPT46 has a delta of 182.95 and a gamma of 31.885. If the stock rises by $26.24, what is the estimated new delta?",Equities,Dividend Discount Models,3,Apply,0.620071,calculation,7,Compliance Officer,15,XPT46,1,1,0,0,0,2,5,27,0,train |
| 228,"If HLX64 has a price of $36.60 and annual dividends of $175.16, what is its dividend yield?",Regulation & Ethics,CFA Institute Code of Ethics,3,Apply,0.517559,calculation,8,Risk Manager,203,HLX64,1,1,0,0,0,0,3,17,0,train |
| 229,An analyst states that Growth vs Value Investing and value investing are interchangeable for risk management purposes. Identify the flaw in this reasoning.,Equities,Growth vs Value Investing,3,Apply,0.354607,error_spotting,9,Quantitative Analyst,28,NVP63,1,0,0,0,0,0,2,23,0,train |
| 230,"If inflation rises unexpectedly to 5.5%, which asset classes in a balanced portfolio would you expect to outperform and why?",Equities,Equity Valuation — DCF,6,Create,0.962412,what_if,0,Retail Novice,339,XPT14,1,1,1,0,0,2,2,20,0,train |
| 231,"Which of the following best describes the primary purpose of Business Cycle Analysis: (a) maximising fee revenue, (b) ensuring regulatory compliance, (c) reducing reporting burden, (d) increasing leverage?",Economics,Business Cycle Analysis,1,Remember,0.235826,best_of_n,1,Retail Intermediate,5,UNV31,1,0,0,0,0,0,1,28,0,train |
| 232,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Economics,Employment & Labor Markets,1,Remember,0.088989,best_of_n,2,Self-Directed Investor,1,CAP89,1,0,0,0,0,0,2,28,0,train |
| 233,Define Equity Index Construction. How does it differ from mean reversion?,Equities,Equity Index Construction,2,Understand,0.405316,definition,3,HNW Individual,0,EQT29,1,0,0,0,0,0,2,11,0,train |
| 234,"If inflation rises unexpectedly to 1.9%, which asset classes in a balanced portfolio would you expect to outperform and why?",Quantitative Methods,Time Series Analysis,4,Analyze,0.772069,what_if,4,Financial Advisor,0,EQT29,1,1,0,0,0,2,2,20,0,train |
| 235,"An investor is considering EQT29 with a beta of 217.24. If the market drops 14%, what is the expected change in the stock price?",Derivatives,Options Strategies — Covered Call,3,Apply,0.33487,scenario,5,CFA Candidate,0,EQT29,1,1,0,1,0,2,3,24,0,train |
| 236,What is Monetary Policy & Interest Rates and why is it important to Economics investors?,Economics,Monetary Policy & Interest Rates,2,Understand,0.433129,definition,6,Portfolio Manager,2,BLD37,1,0,0,0,0,0,1,15,0,train |
| 237,Define Equity Index Construction. How does it differ from comparable company analysis?,Equities,Equity Index Construction,1,Remember,0.097679,definition,7,Compliance Officer,119,BRX31,1,0,0,1,0,0,2,12,0,train |
| 238,Explain the concept of Dividend Discount Models in the context of Equities.,Equities,Dividend Discount Models,3,Apply,0.364171,definition,8,Risk Manager,39,SYN44,1,0,0,0,0,2,1,12,0,train |
| 239,What does Stock Screening & Factors measure and what are its key limitations?,Equities,Stock Screening & Factors,2,Understand,0.122016,definition,9,Quantitative Analyst,382,UNV79,1,0,1,0,0,0,1,13,0,train |
| 240,What is Investment Advisor Act and why is it important to Regulation & Ethics investors?,Regulation & Ethics,Investment Advisor Act,2,Understand,0.847158,definition,0,Retail Novice,291,ARK35,1,0,0,1,0,0,1,15,0,train |
| 241,Define Infrastructure Investing. How does it differ from REITs?,Alternative Investments,Infrastructure Investing,1,Remember,0.007961,definition,1,Retail Intermediate,186,UNV87,1,0,0,0,0,0,2,9,0,train |
| 242,How does Yield Curve Dynamics perform relative to high yield during periods of rising interest rates?,Fixed Income,Yield Curve Dynamics,2,Understand,0.436696,comparison,2,Self-Directed Investor,76,ARK94,1,0,0,0,0,0,1,16,0,train |
| 243,"A portfolio has an expected return of 7.7% and a standard deviation of 14.6%. If the risk-free rate is 217.9%, what is the Sharpe ratio?",Fixed Income,Mortgage-Backed Securities,6,Create,0.858609,calculation,3,HNW Individual,38,KRX53,1,1,0,0,0,2,5,25,0,train |
| 244,What is SEC Regulations & Reporting and why is it important to Regulation & Ethics investors?,Regulation & Ethics,SEC Regulations & Reporting,2,Understand,0.272859,definition,4,Financial Advisor,3,OPT65,1,0,0,0,0,0,1,16,0,train |
| 245,"For a Healthcare company with high capex and stable cash flows, which valuation method is most appropriate and why?",Equities,Equity Valuation — DCF,1,Remember,0.12553,best_of_n,5,CFA Candidate,6,JPN79,1,0,0,1,0,0,1,19,0,train |
| 246,"If NVP98 has a price of $221.80 and annual dividends of $181.64, what is its dividend yield?",Alternative Investments,Commodities — Gold & Precious Metals,5,Evaluate,0.89758,calculation,6,Portfolio Manager,87,NVP98,1,1,1,0,0,0,3,17,0,train |
| 247,Contrast the use of Equity Index Construction versus value investing as hedging instruments in a Utilities portfolio.,Equities,Equity Index Construction,3,Apply,0.34685,comparison,7,Compliance Officer,0,EQT29,1,0,1,0,0,2,1,17,0,train |
| 248,"For a Healthcare company with high capex and stable cash flows, which valuation method is most appropriate and why?",Regulation & Ethics,MiFID II & Global Regulation,3,Apply,0.101327,best_of_n,8,Risk Manager,6,JPN79,1,0,1,0,0,1,1,19,0,train |
| 249,"Which of the following best describes the primary purpose of Tax-Loss Harvesting: (a) speculating on currency direction, (b) hedging against interest rate movements, (c) arbitraging credit spreads, (d) increasing equity exposure?",Portfolio Management,Tax-Loss Harvesting,1,Remember,0.318006,best_of_n,9,Quantitative Analyst,4,UNV13,1,0,0,1,0,0,1,31,0,train |
| 250,"If inflation rises unexpectedly to 1.2%, which asset classes in a balanced portfolio would you expect to outperform and why?",Equities,Equity Valuation — DCF,4,Analyze,0.822987,what_if,0,Retail Novice,1,CAP89,1,1,1,0,0,1,2,20,0,train |
| 251,Contrast the use of Preferred Shares versus mean reversion as hedging instruments in a Consumer Staples portfolio.,Equities,Preferred Shares,4,Analyze,0.900788,comparison,1,Retail Intermediate,337,FNX58,1,0,1,0,0,1,1,17,0,train |
| 252,"Compare Monte Carlo Simulation with tactical allocation in terms of risk, return, and liquidity.",Portfolio Management,Monte Carlo Simulation,4,Analyze,0.50787,comparison,2,Self-Directed Investor,13,ALF77,1,0,0,1,0,0,1,14,0,train |
| 253,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Equities,Dividend Discount Models,1,Remember,0.233468,best_of_n,3,HNW Individual,26,HLX44,1,0,0,0,0,0,2,28,0,train |
| 254,"An analyst projects CAP89's free cash flow will grow at 12.0% for 11 years, then stabilise at 3.6%. Using a WACC of 255.5%, what is the intrinsic value per share?",Economics,Yield Curve & Recession Signals,4,Analyze,0.428485,scenario,4,Financial Advisor,1,CAP89,1,1,0,1,0,1,5,30,0,train |
| 255,"A portfolio has an expected return of 11.6% and a standard deviation of 23.7%. If the risk-free rate is 162.5%, what is the Sharpe ratio?",Equities,Earnings Analysis & EPS,4,Analyze,0.619479,calculation,5,CFA Candidate,0,EQT29,1,1,1,0,0,2,5,25,0,train |
| 256,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Real Assets,Natural Resources Investing,1,Remember,0.009804,best_of_n,6,Portfolio Manager,4,UNV13,1,0,0,0,0,0,2,28,0,train |
| 257,What would happen to FNX11's bond price if its credit rating is downgraded from BBB+ to BB-?,Equities,Earnings Analysis & EPS,5,Evaluate,0.830087,what_if,7,Compliance Officer,63,FNX11,1,0,0,0,0,0,1,17,0,train |
| 258,"An analyst projects EQT29's free cash flow will grow at 7.2% for 19 years, then stabilise at 22.0%. Using a WACC of 288.2%, what is the intrinsic value per share?",Fixed Income,Credit Analysis & Ratings,4,Analyze,0.726085,scenario,8,Risk Manager,0,EQT29,1,1,1,1,0,2,5,30,0,train |
| 259,"An investor is considering XCL22 with a beta of 202.96. If the market drops 19%, what is the expected change in the stock price?",Real Assets,Infrastructure Finance,2,Understand,0.148082,scenario,9,Quantitative Analyst,133,XCL22,1,1,0,1,0,0,3,24,0,train |
| 260,An investor buys JPN79 at $184.97 and sells at $189.70 after 9 years with no dividends. What is the annualised return?,Derivatives,Swaps — Credit Default,3,Apply,0.423277,calculation,0,Retail Novice,6,JPN79,1,1,0,0,0,2,4,21,0,train |
| 261,"A portfolio has an expected return of 14.1% and a standard deviation of 12.3%. If the risk-free rate is 237.1%, what is the Sharpe ratio?",Equities,Equity Index Construction,4,Analyze,0.565321,calculation,1,Retail Intermediate,74,SYN50,1,1,0,0,0,0,5,25,0,train |
| 262,Does the following action constitute a violation of Dodd-Frank Act Section 913: an analyst shares material non-public information about SYN73 with a favoured client?,Quantitative Methods,Probability & Distributions,4,Analyze,0.657296,regulatory_applicability,2,Self-Directed Investor,85,SYN73,1,0,0,1,0,0,1,24,1,train |
| 263,"For a Utilities company with high capex and stable cash flows, which valuation method is most appropriate and why?",Derivatives,Futures & Forwards,4,Analyze,0.481018,best_of_n,3,HNW Individual,0,EQT29,1,0,1,0,0,0,1,19,0,train |
| 264,"Compare Modern Portfolio Theory with tactical allocation in terms of risk, return, and liquidity.",Portfolio Management,Modern Portfolio Theory,1,Remember,0.02565,comparison,4,Financial Advisor,6,JPN79,1,0,0,1,0,0,1,14,0,train |
| 265,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Equities,IPO & Secondary Offerings,3,Apply,0.906836,best_of_n,5,CFA Candidate,1,CAP89,1,0,0,0,0,1,2,28,0,train |
| 266,How does CFA Institute Code of Ethics perform relative to confidentiality during periods of rising interest rates?,Regulation & Ethics,CFA Institute Code of Ethics,3,Apply,0.153504,comparison,6,Portfolio Manager,1,CAP89,1,0,0,0,0,2,1,17,0,train |
| 267,"Under SEC Regulation Best Interest (Reg BI), what disclosure obligations does an investment advisor have when recommending BLD37 to a retail client?",Corporate Finance,Dividend Policy,2,Understand,0.343313,regulatory_applicability,7,Compliance Officer,2,BLD37,1,0,0,0,0,0,1,22,1,train |
| 268,"An investor holds 6 shares of EQT29 at $114.51 per share. If the company announces a 4% stock dividend, what happens to their position value?",Derivatives,Options Strategies — Spreads,3,Apply,0.149725,scenario,8,Risk Manager,0,EQT29,1,1,1,0,0,2,3,25,0,train |
| 269,"A pension fund has a 18/12 equity/bond allocation. If equities rise 180% and bonds fall 41%, what rebalancing is required to restore the target allocation?",Equities,Sector Rotation Strategies,3,Apply,0.558166,scenario,9,Quantitative Analyst,0,EQT29,1,1,0,1,0,1,2,25,0,train |
| 270,Explain the concept of Time Value of Money in the context of Quantitative Methods.,Quantitative Methods,Time Value of Money,3,Apply,0.035036,definition,0,Retail Novice,23,TRX12,1,0,1,1,0,2,1,14,0,train |
| 271,"An investor is considering CAP89 with a beta of 262.48. If the market drops 17%, what is the expected change in the stock price?",Portfolio Management,Modern Portfolio Theory,3,Apply,0.478795,scenario,1,Retail Intermediate,1,CAP89,1,1,0,0,0,2,3,24,0,train |
| 272,What is Credit Analysis & Ratings and why is it important to Fixed Income investors?,Fixed Income,Credit Analysis & Ratings,6,Create,0.904084,definition,2,Self-Directed Investor,0,EQT29,1,0,1,0,0,1,1,15,0,train |
| 273,"A pension fund has a 7/22 equity/bond allocation. If equities rise 101% and bonds fall 75%, what rebalancing is required to restore the target allocation?",Economics,GDP & Economic Indicators,3,Apply,0.535731,scenario,3,HNW Individual,1,CAP89,1,1,0,0,0,2,2,25,0,train |
| 274,How does Earnings Analysis & EPS perform relative to value investing during periods of rising interest rates?,Equities,Earnings Analysis & EPS,4,Analyze,0.561379,comparison,4,Financial Advisor,59,VLT84,1,0,0,1,0,2,1,17,0,train |
| 275,"An investor is considering CAP93 with a beta of 138.94. If the market drops 12%, what is the expected change in the stock price?",Alternative Investments,Private Equity & Venture Capital,4,Analyze,0.427026,scenario,5,CFA Candidate,450,CAP93,1,1,1,1,0,1,3,24,0,train |
| 276,"Which of the following best describes the primary purpose of Liability-Driven Investing: (a) pricing individual securities, (b) measuring portfolio return attribution, (c) calculating margin requirements, (d) estimating default probability?",Portfolio Management,Liability-Driven Investing,2,Understand,0.35421,best_of_n,6,Portfolio Manager,3,OPT65,1,0,0,0,0,0,1,29,0,train |
| 277,"A bond with face value $1,000 pays a coupon of 11.9% annually and matures in 22 years. If the yield to maturity is 8.4%, what is its approximate price?",Corporate Finance,Capital Budgeting — NPV & IRR,4,Analyze,0.472147,calculation,7,Compliance Officer,0,EQT29,1,1,0,1,0,0,4,29,0,train |
| 278,An investor buys OPT65 at $133.27 and sells at $22.88 after 20 years with no dividends. What is the annualised return?,Behavioral Finance,Herding & Market Bubbles,3,Apply,0.465344,calculation,8,Risk Manager,3,OPT65,1,1,0,0,0,0,4,21,0,train |
| 279,"Which of the following best describes the primary purpose of Asset Allocation — Tactical: (a) maximising fee revenue, (b) ensuring regulatory compliance, (c) reducing reporting burden, (d) increasing leverage?",Portfolio Management,Asset Allocation — Tactical,2,Understand,0.367144,best_of_n,9,Quantitative Analyst,73,JPN12,1,0,0,1,0,0,1,29,0,train |
| 280,Does the following action constitute a violation of SEC Rule 10b-5: an analyst shares material non-public information about EQT20 with a favoured client?,Equities,Earnings Analysis & EPS,2,Understand,0.143238,regulatory_applicability,0,Retail Novice,342,EQT20,1,0,0,0,0,0,1,23,1,train |
| 281,What would happen to EQT29's bond price if its credit rating is downgraded from AA+ to CCC?,Regulation & Ethics,FINRA Rules & Compliance,2,Understand,0.193207,what_if,1,Retail Intermediate,0,EQT29,1,0,0,0,0,0,1,17,0,train |
| 282,"Which of the following best describes the primary purpose of Sector Rotation Strategies: (a) maximising expected return, (b) minimising transaction costs, (c) quantifying downside risk, (d) calculating dividend yield?",Equities,Sector Rotation Strategies,2,Understand,0.223331,best_of_n,2,Self-Directed Investor,2,BLD37,1,0,0,0,0,0,1,29,0,train |
| 283,What does Mortgage-Backed Securities measure and what are its key limitations?,Fixed Income,Mortgage-Backed Securities,1,Remember,0.005764,definition,3,HNW Individual,0,EQT29,1,0,0,0,0,0,1,11,0,train |
| 284,"An investor holds 283 shares of EQT29 at $54.55 per share. If the company announces a 17% stock dividend, what happens to their position value?",Equities,Equity Valuation — DCF,4,Analyze,0.689862,scenario,4,Financial Advisor,0,EQT29,1,1,1,1,0,1,3,25,0,train |
| 285,"Which of the following best describes the primary purpose of Swaps — Credit Default: (a) speculating on currency direction, (b) hedging against interest rate movements, (c) arbitraging credit spreads, (d) increasing equity exposure?",Derivatives,Swaps — Credit Default,3,Apply,0.777453,best_of_n,5,CFA Candidate,2,BLD37,1,0,0,0,0,2,1,33,0,train |
| 286,"If the P/E ratio of EQT29 is 148.6 and the industry average is 187.0, what does this imply about the market's growth expectations?",Risk Management,Operational Risk,3,Apply,0.523636,calculation,6,Portfolio Manager,0,EQT29,1,1,0,1,0,0,3,23,0,train |
| 287,"A call option on XPT11 has a delta of 122.35 and a gamma of 19.557. If the stock rises by $22.87, what is the estimated new delta?",Equities,Equity Valuation — DCF,3,Apply,0.330044,calculation,7,Compliance Officer,499,XPT11,1,1,0,0,0,1,5,27,0,train |
| 288,"If TRX94 has a price of $143.38 and annual dividends of $192.35, what is its dividend yield?",Behavioral Finance,Cognitive Biases in Investing,5,Evaluate,0.548527,calculation,8,Risk Manager,35,TRX94,1,1,0,0,0,1,3,17,0,train |
| 289,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Regulation & Ethics,Fiduciary Duty & Suitability,3,Apply,0.421898,best_of_n,9,Quantitative Analyst,0,EQT29,1,0,1,0,0,0,2,28,0,train |
| 290,"If inflation rises unexpectedly to 12.6%, which asset classes in a balanced portfolio would you expect to outperform and why?",Fixed Income,Callable & Putable Bonds,4,Analyze,0.439672,what_if,0,Retail Novice,58,ARK40,1,1,0,0,0,0,2,20,0,train |
| 291,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Economics,Business Cycle Analysis,4,Analyze,0.415218,error_spotting,1,Retail Intermediate,52,XCL42,1,0,1,0,0,0,2,21,0,train |
| 292,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Corporate Finance,Leveraged Buyouts,1,Remember,0.229146,best_of_n,2,Self-Directed Investor,78,RST77,1,0,0,0,0,0,2,28,0,train |
| 293,What would happen to EQT29's bond price if its credit rating is downgraded from BBB to CCC?,Risk Management,Liquidity Risk,3,Apply,0.464784,what_if,3,HNW Individual,0,EQT29,1,0,0,1,0,2,1,17,0,train |
| 294,"Which of the following best describes the primary purpose of Factor Investing (Fama-French): (a) maximising expected return, (b) minimising transaction costs, (c) quantifying downside risk, (d) calculating dividend yield?",Portfolio Management,Factor Investing (Fama-French),2,Understand,0.379718,best_of_n,4,Financial Advisor,0,EQT29,1,0,0,1,0,0,1,29,0,train |
| 295,An analyst states that Futures & Forwards and forwards are interchangeable for risk management purposes. Identify the flaw in this reasoning.,Derivatives,Futures & Forwards,5,Evaluate,0.584892,error_spotting,5,CFA Candidate,0,EQT29,1,0,1,1,0,1,2,21,0,train |
| 296,Review the following statement: 'A portfolio with a Sharpe ratio of 294.07 is always preferable to one with a ratio of 63.11.' Is this always true?,Economics,Currency & Exchange Rates,4,Analyze,0.465864,error_spotting,6,Portfolio Manager,9,INV90,1,1,0,1,0,0,4,26,0,train |
| 297,What are the key differences between CAP89 and EQT29 in terms of their Corporate Finance characteristics?,Corporate Finance,WACC & Cost of Capital,1,Remember,0.06517,comparison,7,Compliance Officer,1,CAP89,2,0,0,0,0,0,1,16,0,train |
| 298,"If the P/E ratio of JPN79 is 253.2 and the industry average is 132.1, what does this imply about the market's growth expectations?",Economics,Monetary Policy & Interest Rates,2,Understand,0.182289,calculation,8,Risk Manager,6,JPN79,1,1,0,0,0,0,3,23,0,train |
| 299,"A call option on ALF77 has a delta of 101.08 and a gamma of 105.628. If the stock rises by $46.94, what is the estimated new delta?",Fixed Income,Bond Laddering Strategies,5,Evaluate,0.650205,calculation,9,Quantitative Analyst,13,ALF77,1,1,0,0,0,0,5,27,0,train |
| 300,"Under SEC Rule 10b-5, what disclosure obligations does an investment advisor have when recommending UNV13 to a retail client?",Economics,Employment & Labor Markets,3,Apply,0.458018,regulatory_applicability,0,Retail Novice,4,UNV13,1,0,0,0,0,2,1,19,1,train |
| 301,Define Corporate Restructuring. How does it differ from IRR?,Corporate Finance,Corporate Restructuring,2,Understand,0.292092,definition,1,Retail Intermediate,0,EQT29,1,0,1,0,0,0,2,9,0,train |
| 302,"An analyst projects CAP89's free cash flow will grow at 6.6% for 30 years, then stabilise at 17.5%. Using a WACC of 208.9%, what is the intrinsic value per share?",Corporate Finance,Working Capital Management,6,Create,0.81223,scenario,2,Self-Directed Investor,1,CAP89,1,1,0,0,0,1,5,30,0,train |
| 303,"Suppose CAP18 misses earnings estimates by 9%. Using historical Healthcare sector data, what range of price reactions would you expect?",Real Assets,Real Asset Inflation Hedging,3,Apply,0.633989,what_if,3,HNW Individual,152,CAP18,1,1,0,0,0,1,2,20,0,train |
| 304,"If the P/E ratio of HLX44 is 286.9 and the industry average is 156.8, what does this imply about the market's growth expectations?",Corporate Finance,Dividend Policy,4,Analyze,0.504586,calculation,4,Financial Advisor,26,HLX44,1,1,0,0,0,1,3,23,0,train |
| 305,What would happen to MXF14's bond price if its credit rating is downgraded from A+ to CCC?,Fixed Income,Inflation-Linked Bonds (TIPS),5,Evaluate,0.69784,what_if,5,CFA Candidate,16,MXF14,1,0,0,0,0,0,1,17,0,train |
| 306,"An analyst projects DRV51's free cash flow will grow at 4.2% for 24 years, then stabilise at 20.2%. Using a WACC of 298.8%, what is the intrinsic value per share?",Economics,Employment & Labor Markets,1,Remember,0.260779,scenario,6,Portfolio Manager,20,DRV51,1,1,0,1,0,0,5,30,0,train |
| 307,"A bond with face value $1,000 pays a coupon of 14.9% annually and matures in 17 years. If the yield to maturity is 2.8%, what is its approximate price?",Economics,Monetary Policy & Interest Rates,3,Apply,0.539392,calculation,7,Compliance Officer,0,EQT29,1,1,0,0,0,1,4,29,0,train |
| 308,"An investor holds 120 shares of CAP89 at $23.28 per share. If the company announces a 6% stock dividend, what happens to their position value?",Alternative Investments,Private Equity & Venture Capital,1,Remember,0.179805,scenario,8,Risk Manager,1,CAP89,1,1,0,0,0,0,3,25,0,train |
| 309,"A portfolio has an expected return of 15.1% and a standard deviation of 20.5%. If the risk-free rate is 275.0%, what is the Sharpe ratio?",Derivatives,Swaps — Credit Default,6,Create,0.865479,calculation,9,Quantitative Analyst,1,CAP89,1,1,0,0,0,2,5,25,0,train |
| 310,"If inflation rises unexpectedly to 8.4%, which asset classes in a balanced portfolio would you expect to outperform and why?",Quantitative Methods,Statistical Analysis — Regression,4,Analyze,0.704875,what_if,0,Retail Novice,1,CAP89,1,1,1,0,0,0,2,20,0,train |
| 311,"An investor is considering BLD37 with a beta of 250.23. If the market drops 15%, what is the expected change in the stock price?",Alternative Investments,Private Equity & Venture Capital,1,Remember,0.050361,scenario,1,Retail Intermediate,2,BLD37,1,1,0,1,0,0,3,24,0,train |
| 312,What is Currency & Exchange Rates and why is it important to Economics investors?,Economics,Currency & Exchange Rates,1,Remember,0.187712,definition,2,Self-Directed Investor,4,UNV13,1,0,0,0,0,0,1,14,0,train |
| 313,"A pension fund has a 9/4 equity/bond allocation. If equities rise 200% and bonds fall 41%, what rebalancing is required to restore the target allocation?",Equities,Stock Screening & Factors,3,Apply,0.485917,scenario,3,HNW Individual,51,QNT74,1,1,0,1,0,0,2,25,0,train |
| 314,How does MiFID II affect the structure and marketing of Free Cash Flow Analysis products in the United States?,Corporate Finance,Free Cash Flow Analysis,3,Apply,0.368805,regulatory_applicability,4,Financial Advisor,208,XPT97,1,0,0,0,0,0,1,19,1,train |
| 315,"An investor is considering OPT86 with a beta of 151.30. If the market drops 7%, what is the expected change in the stock price?",Regulation & Ethics,SEC Regulations & Reporting,3,Apply,0.575797,scenario,5,CFA Candidate,67,OPT86,1,1,0,0,0,2,3,24,0,train |
| 316,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Portfolio Management,Asset Allocation — Strategic,3,Apply,0.219909,best_of_n,6,Portfolio Manager,12,EQT54,1,0,0,0,0,2,2,28,0,train |
| 317,Define Municipal Bonds. How does it differ from high yield?,Fixed Income,Municipal Bonds,1,Remember,0.271716,definition,7,Compliance Officer,2,BLD37,1,0,0,0,0,0,2,10,0,train |
| 318,"Which of the following best describes the primary purpose of Dodd-Frank & Financial Reform: (a) maximising expected return, (b) minimising transaction costs, (c) quantifying downside risk, (d) calculating dividend yield?",Regulation & Ethics,Dodd-Frank & Financial Reform,3,Apply,0.358658,best_of_n,8,Risk Manager,0,EQT29,1,0,0,0,0,0,1,30,0,train |
| 319,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Equities,Sector Rotation Strategies,1,Remember,0.037336,best_of_n,9,Quantitative Analyst,55,DRV54,1,0,0,0,0,0,2,28,0,train |
| 320,What is Farmland & Timberland and why is it important to Real Assets investors?,Real Assets,Farmland & Timberland,1,Remember,0.025023,definition,0,Retail Novice,1,CAP89,1,0,0,1,0,0,1,14,0,train |
| 321,"Which of the following best describes the primary purpose of Share Buybacks & Capital Returns: (a) speculating on currency direction, (b) hedging against interest rate movements, (c) arbitraging credit spreads, (d) increasing equity exposure?",Equities,Share Buybacks & Capital Returns,1,Remember,0.404653,best_of_n,1,Retail Intermediate,3,OPT65,1,0,0,0,0,0,1,34,0,train |
| 322,Explain the concept of Earnings Analysis & EPS in the context of Equities.,Equities,Earnings Analysis & EPS,3,Apply,0.307896,definition,2,Self-Directed Investor,3,OPT65,1,0,1,0,0,1,1,13,0,train |
| 323,What does Liquidity Risk measure and what are its key limitations?,Risk Management,Liquidity Risk,1,Remember,0.024805,definition,3,HNW Individual,0,EQT29,1,0,0,1,0,0,1,11,0,train |
| 324,"If the Federal Reserve raises interest rates by 14 basis points, how would you expect Modern Portfolio Theory to respond and why?",Portfolio Management,Modern Portfolio Theory,4,Analyze,0.780805,what_if,4,Financial Advisor,32,INV77,1,1,1,0,0,0,1,22,0,train |
| 325,What would happen to JPN53's bond price if its credit rating is downgraded from BBB+ to CCC?,Economics,Inflation & CPI,4,Analyze,0.32933,what_if,5,CFA Candidate,44,JPN53,1,0,0,0,0,2,1,17,0,train |
| 326,"For a Healthcare company with high capex and stable cash flows, which valuation method is most appropriate and why?",Portfolio Management,Target Date Funds,3,Apply,0.176464,best_of_n,6,Portfolio Manager,133,XCL22,1,0,0,1,0,1,1,19,0,train |
| 327,"A portfolio has an expected return of 17.1% and a standard deviation of 18.0%. If the risk-free rate is 132.1%, what is the Sharpe ratio?",Risk Management,Counterparty Risk,2,Understand,0.20375,calculation,7,Compliance Officer,0,EQT29,1,1,0,1,0,0,5,25,0,train |
| 328,"Compare Modern Portfolio Theory with idiosyncratic risk in terms of risk, return, and liquidity.",Portfolio Management,Modern Portfolio Theory,2,Understand,0.584272,comparison,8,Risk Manager,63,FNX11,1,0,0,1,0,0,1,14,0,train |
| 329,"A pension fund has a 9/21 equity/bond allocation. If equities rise 185% and bonds fall 129%, what rebalancing is required to restore the target allocation?",Economics,Yield Curve & Recession Signals,5,Evaluate,0.522528,scenario,9,Quantitative Analyst,28,NVP63,1,1,0,1,0,1,2,25,0,train |
| 330,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Fixed Income,Treasury & Government Bonds,5,Evaluate,0.37927,error_spotting,0,Retail Novice,7,NVP51,1,0,0,1,0,1,2,21,0,train |
| 331,What does Equity Valuation — DCF measure and what are its key limitations?,Equities,Equity Valuation — DCF,2,Understand,0.067702,definition,1,Retail Intermediate,0,EQT29,1,0,0,0,0,0,1,13,0,train |
| 332,"For a Materials company with high capex and stable cash flows, which valuation method is most appropriate and why?",Fixed Income,High Yield / Junk Bonds,2,Understand,0.645388,best_of_n,2,Self-Directed Investor,24,QNT63,1,0,0,1,0,0,1,19,0,train |
| 333,"A pension fund has a 12/22 equity/bond allocation. If equities rise 108% and bonds fall 13%, what rebalancing is required to restore the target allocation?",Equities,IPO & Secondary Offerings,4,Analyze,0.865805,scenario,3,HNW Individual,56,ZRO92,1,1,0,0,0,1,2,25,0,train |
| 334,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Regulation & Ethics,SEC Regulations & Reporting,2,Understand,0.537785,best_of_n,4,Financial Advisor,9,INV90,1,0,0,0,0,0,2,28,0,train |
| 335,What does Corporate Bonds measure and what are its key limitations?,Fixed Income,Corporate Bonds,2,Understand,0.386739,definition,5,CFA Candidate,9,INV90,1,0,1,1,0,0,1,11,0,train |
| 336,"An investor holds 143 shares of INV90 at $59.82 per share. If the company announces a 11% stock dividend, what happens to their position value?",Economics,GDP & Economic Indicators,4,Analyze,0.203079,scenario,6,Portfolio Manager,9,INV90,1,1,1,1,0,0,3,25,0,train |
| 337,What are the key differences between EQT29 and ARK18 in terms of their Quantitative Methods characteristics?,Quantitative Methods,Machine Learning in Finance,4,Analyze,0.660576,comparison,7,Compliance Officer,0,EQT29,2,0,0,0,0,1,1,16,0,train |
| 338,"For a Real Estate company with high capex and stable cash flows, which valuation method is most appropriate and why?",Derivatives,Options Pricing — Black-Scholes,3,Apply,0.506467,best_of_n,8,Risk Manager,322,UNV94,1,0,0,1,0,0,1,20,0,train |
| 339,"An investor is considering EQT29 with a beta of 84.23. If the market drops 16%, what is the expected change in the stock price?",Fixed Income,Bond Pricing & Yield,5,Evaluate,0.901428,scenario,9,Quantitative Analyst,0,EQT29,1,1,1,0,0,0,3,24,0,train |
| 340,"An investor holds 214 shares of PRX35 at $107.20 per share. If the company announces a 9% stock dividend, what happens to their position value?",Risk Management,Value at Risk (VaR),5,Evaluate,0.910114,scenario,0,Retail Novice,176,PRX35,1,1,1,0,0,0,3,25,0,train |
| 341,Review the following statement: 'A portfolio with a Sharpe ratio of 206.62 is always preferable to one with a ratio of 92.71.' Is this always true?,Equities,IPO & Secondary Offerings,2,Understand,0.486838,error_spotting,1,Retail Intermediate,0,EQT29,1,1,0,1,0,0,4,26,0,train |
| 342,"Under Dodd-Frank Act Section 913, what disclosure obligations does an investment advisor have when recommending XPT46 to a retail client?",Economics,Yield Curve & Recession Signals,1,Remember,0.329851,regulatory_applicability,2,Self-Directed Investor,15,XPT46,1,0,0,1,0,0,1,20,1,train |
| 343,"A bond with face value $1,000 pays a coupon of 15.4% annually and matures in 24 years. If the yield to maturity is 16.0%, what is its approximate price?",Economics,Federal Reserve & Central Banks,2,Understand,0.344418,calculation,3,HNW Individual,5,UNV31,1,1,0,0,0,0,4,29,0,train |
| 344,"For a Healthcare company with high capex and stable cash flows, which valuation method is most appropriate and why?",Equities,Share Buybacks & Capital Returns,2,Understand,0.440811,best_of_n,4,Financial Advisor,220,JPN88,1,0,0,1,0,0,1,19,0,train |
| 345,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Risk Management,Stress Testing & Scenario Analysis,4,Analyze,0.60664,error_spotting,5,CFA Candidate,5,UNV31,1,0,0,0,0,2,2,21,0,train |
| 346,How does Municipal Bonds perform relative to real yield during periods of rising interest rates?,Fixed Income,Municipal Bonds,6,Create,0.830241,comparison,6,Portfolio Manager,0,EQT29,1,0,1,0,0,0,1,15,0,train |
| 347,How does SEC Regulation Best Interest (Reg BI) affect the structure and marketing of Leveraged Buyouts products in the United States?,Corporate Finance,Leveraged Buyouts,2,Understand,0.357258,regulatory_applicability,7,Compliance Officer,422,LMN14,1,0,0,1,0,0,1,21,1,train |
| 348,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Corporate Finance,WACC & Cost of Capital,4,Analyze,0.589678,error_spotting,8,Risk Manager,29,WRX18,1,0,0,0,0,0,2,21,0,train |
| 349,Does the following action constitute a violation of FINRA Rule 4512 (Customer Account Information): an analyst shares material non-public information about MXF17 with a favoured client?,Alternative Investments,Real Estate Investment Trusts,4,Analyze,0.589042,regulatory_applicability,9,Quantitative Analyst,46,MXF17,1,0,0,0,0,2,1,26,1,train |
| 350,An investor buys ZRO68 at $283.86 and sells at $113.26 after 13 years with no dividends. What is the annualised return?,Portfolio Management,Liability-Driven Investing,2,Understand,0.250784,calculation,0,Retail Novice,27,ZRO68,1,1,0,0,0,0,4,21,0,train |
| 351,Contrast the use of Asset Allocation — Tactical versus tactical allocation as hedging instruments in a Materials portfolio.,Portfolio Management,Asset Allocation — Tactical,5,Evaluate,0.103503,comparison,1,Retail Intermediate,2,BLD37,1,0,1,0,0,0,1,18,0,train |
| 352,"If the Federal Reserve raises interest rates by 15 basis points, how would you expect Fiduciary Duty & Suitability to respond and why?",Regulation & Ethics,Fiduciary Duty & Suitability,5,Evaluate,0.61482,what_if,2,Self-Directed Investor,217,YLD68,1,1,0,0,0,2,1,23,0,train |
| 353,"A pension fund has a 14/12 equity/bond allocation. If equities rise 100% and bonds fall 144%, what rebalancing is required to restore the target allocation?",Derivatives,Options Strategies — Covered Call,3,Apply,0.243307,scenario,3,HNW Individual,6,JPN79,1,1,0,0,0,1,2,25,0,train |
| 354,How does M&A Valuation perform relative to equity financing during periods of rising interest rates?,Corporate Finance,M&A Valuation,3,Apply,0.258546,comparison,4,Financial Advisor,52,XCL42,1,0,0,0,0,0,1,15,0,train |
| 355,"Suppose EQT29 misses earnings estimates by 19%. Using historical Utilities sector data, what range of price reactions would you expect?",Economics,Employment & Labor Markets,6,Create,0.881534,what_if,5,CFA Candidate,0,EQT29,1,1,1,0,0,1,2,20,0,train |
| 356,"An investor holds 135 shares of CAP89 at $167.10 per share. If the company announces a 7% stock dividend, what happens to their position value?",Behavioral Finance,Prospect Theory & Loss Aversion,4,Analyze,0.490641,scenario,6,Portfolio Manager,1,CAP89,1,1,1,0,0,0,3,25,0,train |
| 357,What are the key differences between KRX81 and UNV13 in terms of their Fixed Income characteristics?,Fixed Income,Duration & Convexity,2,Understand,0.251504,comparison,7,Compliance Officer,82,KRX81,2,0,0,0,0,0,1,16,0,train |
| 358,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Derivatives,Options Pricing — Black-Scholes,3,Apply,0.171719,best_of_n,8,Risk Manager,419,BRX60,1,0,0,0,0,0,2,28,0,train |
| 359,What does Probability & Distributions measure and what are its key limitations?,Quantitative Methods,Probability & Distributions,1,Remember,0.027926,definition,9,Quantitative Analyst,15,XPT46,1,0,0,0,0,0,1,12,0,train |
| 360,"Which of the following best describes the primary purpose of Options Expiration & Assignment: (a) pricing individual securities, (b) measuring portfolio return attribution, (c) calculating margin requirements, (d) estimating default probability?",Derivatives,Options Expiration & Assignment,1,Remember,0.158859,best_of_n,0,Retail Novice,120,XPT81,1,0,0,0,0,0,1,31,0,train |
| 361,"A bond with face value $1,000 pays a coupon of 5.2% annually and matures in 15 years. If the yield to maturity is 11.8%, what is its approximate price?",Fixed Income,High Yield / Junk Bonds,2,Understand,0.399922,calculation,1,Retail Intermediate,0,EQT29,1,1,0,0,0,0,4,29,0,train |
| 362,"For a Materials company with high capex and stable cash flows, which valuation method is most appropriate and why?",Alternative Investments,Private Equity & Venture Capital,2,Understand,0.319122,best_of_n,2,Self-Directed Investor,34,HLX19,1,0,0,0,0,0,1,19,0,train |
| 363,"A portfolio has an expected return of 6.5% and a standard deviation of 19.0%. If the risk-free rate is 167.8%, what is the Sharpe ratio?",Alternative Investments,Private Equity & Venture Capital,4,Analyze,0.671761,calculation,3,HNW Individual,143,SYN86,1,1,0,0,0,0,5,25,0,train |
| 364,What is Options Greeks and why is it important to Derivatives investors?,Derivatives,Options Greeks,3,Apply,0.369538,definition,4,Financial Advisor,3,OPT65,1,0,1,0,0,2,1,12,0,train |
| 365,What are the key differences between OPT65 and EQT29 in terms of their Risk Management characteristics?,Risk Management,Stress Testing & Scenario Analysis,2,Understand,0.56881,comparison,5,CFA Candidate,3,OPT65,2,0,0,0,0,0,1,16,0,train |
| 366,"Which of the following best describes the primary purpose of Farmland & Timberland: (a) maximising expected return, (b) minimising transaction costs, (c) quantifying downside risk, (d) calculating dividend yield?",Real Assets,Farmland & Timberland,2,Understand,0.52032,best_of_n,6,Portfolio Manager,2,BLD37,1,0,0,0,0,0,1,29,0,train |
| 367,"Suppose NVP63 misses earnings estimates by 18%. Using historical Financials sector data, what range of price reactions would you expect?",Equities,Small Cap & Micro Cap,4,Analyze,0.548419,what_if,7,Compliance Officer,28,NVP63,1,1,0,0,0,1,2,20,0,train |
| 368,"If the Federal Reserve raises interest rates by 158 basis points, how would you expect Leveraged Buyouts to respond and why?",Corporate Finance,Leveraged Buyouts,4,Analyze,0.153625,what_if,8,Risk Manager,1,CAP89,1,1,0,0,0,1,1,21,0,train |
| 369,"A portfolio has an expected return of 5.6% and a standard deviation of 16.7%. If the risk-free rate is 122.9%, what is the Sharpe ratio?",Portfolio Management,Factor Investing (Fama-French),3,Apply,0.087025,calculation,9,Quantitative Analyst,0,EQT29,1,1,0,0,0,1,5,25,0,train |
| 370,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Equities,Sector Rotation Strategies,3,Apply,0.398874,best_of_n,0,Retail Novice,170,INV88,1,0,0,1,0,0,2,28,0,train |
| 371,"For a Materials company with high capex and stable cash flows, which valuation method is most appropriate and why?",Equities,Stock Screening & Factors,1,Remember,0.053182,best_of_n,1,Retail Intermediate,285,OPT95,1,0,0,1,0,0,1,19,0,train |
| 372,"Under Dodd-Frank Act Section 913, what disclosure obligations does an investment advisor have when recommending YLD86 to a retail client?",Economics,GDP & Economic Indicators,3,Apply,0.069212,regulatory_applicability,2,Self-Directed Investor,172,YLD86,1,0,0,0,0,2,1,20,1,train |
| 373,"A pension fund has a 15/23 equity/bond allocation. If equities rise 11% and bonds fall 164%, what rebalancing is required to restore the target allocation?",Equities,Dividend Discount Models,3,Apply,0.261947,scenario,3,HNW Individual,8,WRX11,1,1,0,0,0,1,2,25,0,train |
| 374,"If inflation rises unexpectedly to 13.3%, which asset classes in a balanced portfolio would you expect to outperform and why?",Portfolio Management,Endowment Model,2,Understand,0.638722,what_if,4,Financial Advisor,2,BLD37,1,1,0,1,0,0,2,20,0,train |
| 375,Contrast the use of Hypothesis Testing versus median as hedging instruments in a Utilities portfolio.,Quantitative Methods,Hypothesis Testing,2,Understand,0.171346,comparison,5,CFA Candidate,0,EQT29,1,0,0,0,0,0,1,15,0,train |
| 376,"If the P/E ratio of EQT29 is 299.0 and the industry average is 77.0, what does this imply about the market's growth expectations?",Fixed Income,Bond ETFs & Indices,3,Apply,0.383365,calculation,6,Portfolio Manager,0,EQT29,1,1,0,0,0,0,3,23,0,train |
| 377,What would happen to UNV31's bond price if its credit rating is downgraded from AA+ to BB+?,Quantitative Methods,Correlation & Covariance,6,Create,0.660027,what_if,7,Compliance Officer,5,UNV31,1,0,0,0,0,1,1,17,0,train |
| 378,Explain the concept of Duration & Convexity in the context of Fixed Income.,Fixed Income,Duration & Convexity,1,Remember,0.149218,definition,8,Risk Manager,395,YLD77,1,0,0,1,0,0,1,13,0,train |
| 379,Contrast the use of Hedging with Derivatives versus forwards as hedging instruments in a Financials portfolio.,Derivatives,Hedging with Derivatives,6,Create,0.988634,comparison,9,Quantitative Analyst,84,TRX62,1,0,1,0,0,2,1,16,0,train |
| 380,What is Dodd-Frank & Financial Reform and why is it important to Regulation & Ethics investors?,Regulation & Ethics,Dodd-Frank & Financial Reform,2,Understand,0.346254,definition,0,Retail Novice,3,OPT65,1,0,0,0,0,0,1,16,0,train |
| 381,"A pension fund has a 18/14 equity/bond allocation. If equities rise 235% and bonds fall 68%, what rebalancing is required to restore the target allocation?",Quantitative Methods,Backtesting Methodology,3,Apply,0.402334,scenario,1,Retail Intermediate,24,QNT63,1,1,0,0,0,2,2,25,0,train |
| 382,"An analyst projects EQT29's free cash flow will grow at 12.5% for 13 years, then stabilise at 13.3%. Using a WACC of 69.9%, what is the intrinsic value per share?",Equities,Dividend Discount Models,6,Create,0.629368,scenario,2,Self-Directed Investor,0,EQT29,1,1,1,0,0,0,5,30,0,train |
| 383,Contrast the use of Credit Analysis & Ratings versus high yield as hedging instruments in a Financials portfolio.,Fixed Income,Credit Analysis & Ratings,4,Analyze,0.438374,comparison,3,HNW Individual,473,FNX95,1,0,0,1,0,1,1,18,0,train |
| 384,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Economics,Yield Curve & Recession Signals,3,Apply,0.56592,error_spotting,4,Financial Advisor,7,NVP51,1,0,1,0,0,2,2,21,0,train |
| 385,"A bond with face value $1,000 pays a coupon of 4.2% annually and matures in 20 years. If the yield to maturity is 18.4%, what is its approximate price?",Equities,Dividend Discount Models,5,Evaluate,0.807999,calculation,5,CFA Candidate,48,HLX20,1,1,0,0,0,1,4,29,0,train |
| 386,"If inflation rises unexpectedly to 16.6%, which asset classes in a balanced portfolio would you expect to outperform and why?",Fixed Income,Corporate Bonds,5,Evaluate,0.608714,what_if,6,Portfolio Manager,28,NVP63,1,1,1,0,0,1,2,20,0,train |
| 387,"A portfolio has an expected return of 8.9% and a standard deviation of 17.8%. If the risk-free rate is 8.6%, what is the Sharpe ratio?",Fixed Income,Corporate Bonds,4,Analyze,0.585031,calculation,7,Compliance Officer,0,EQT29,1,1,0,0,0,1,5,25,0,train |
| 388,"If the P/E ratio of CAP89 is 103.5 and the industry average is 67.8, what does this imply about the market's growth expectations?",Fixed Income,Inflation-Linked Bonds (TIPS),2,Understand,0.194854,calculation,8,Risk Manager,1,CAP89,1,1,0,0,0,0,3,23,0,train |
| 389,What are the key differences between WRX18 and CAP89 in terms of their Equities characteristics?,Equities,Stock Screening & Factors,4,Analyze,0.507273,comparison,9,Quantitative Analyst,29,WRX18,2,0,1,0,0,0,1,15,0,train |
| 390,Explain the concept of SEC Regulations & Reporting in the context of Regulation & Ethics.,Regulation & Ethics,SEC Regulations & Reporting,3,Apply,0.541538,definition,0,Retail Novice,0,EQT29,1,0,0,1,0,2,1,15,0,train |
| 391,"An investor is considering CAP89 with a beta of 58.10. If the market drops 19%, what is the expected change in the stock price?",Real Assets,Infrastructure Finance,4,Analyze,0.528922,scenario,1,Retail Intermediate,1,CAP89,1,1,0,1,0,2,3,24,0,train |
| 392,What is Momentum & Technical Analysis and why is it important to Equities investors?,Equities,Momentum & Technical Analysis,1,Remember,0.279622,definition,2,Self-Directed Investor,0,EQT29,1,0,0,1,0,0,1,14,0,train |
| 393,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Portfolio Management,Portfolio Rebalancing,4,Analyze,0.875496,error_spotting,3,HNW Individual,4,UNV13,1,0,0,0,0,1,2,21,0,train |
| 394,"An analyst projects ZRO92's free cash flow will grow at 2.6% for 1 years, then stabilise at 14.2%. Using a WACC of 226.7%, what is the intrinsic value per share?",Portfolio Management,Drawdown Management,4,Analyze,0.375922,scenario,4,Financial Advisor,56,ZRO92,1,1,1,0,0,1,5,30,0,train |
| 395,What does Equity Valuation — DCF measure and what are its key limitations?,Equities,Equity Valuation — DCF,2,Understand,0.385546,definition,5,CFA Candidate,0,EQT29,1,0,0,0,0,0,1,13,0,train |
| 396,"An investor holds 158 shares of ALF74 at $191.02 per share. If the company announces a 1% stock dividend, what happens to their position value?",Fixed Income,Inflation-Linked Bonds (TIPS),3,Apply,0.674989,scenario,6,Portfolio Manager,358,ALF74,1,1,0,0,0,2,3,25,0,train |
| 397,"A bond with face value $1,000 pays a coupon of 6.8% annually and matures in 26 years. If the yield to maturity is 18.1%, what is its approximate price?",Portfolio Management,Factor Investing (Fama-French),3,Apply,0.381023,calculation,7,Compliance Officer,8,WRX11,1,1,0,0,0,0,4,29,0,train |
| 398,An investor buys JPN79 at $122.98 and sells at $188.18 after 3 years with no dividends. What is the annualised return?,Alternative Investments,Fund of Funds,4,Analyze,0.669964,calculation,8,Risk Manager,6,JPN79,1,1,0,0,0,0,4,21,0,train |
| 399,"Which of the following best describes the primary purpose of Value at Risk (VaR): (a) maximising fee revenue, (b) ensuring regulatory compliance, (c) reducing reporting burden, (d) increasing leverage?",Risk Management,Value at Risk (VaR),2,Understand,0.093598,best_of_n,9,Quantitative Analyst,4,UNV13,1,0,1,0,0,0,1,29,0,train |
| 400,"If the Federal Reserve raises interest rates by 269 basis points, how would you expect Earnings Analysis & EPS to respond and why?",Equities,Earnings Analysis & EPS,6,Create,0.912467,what_if,0,Retail Novice,13,ALF77,1,1,1,1,0,2,1,23,0,train |
| 401,Define Correlation & Covariance. How does it differ from out-of-sample?,Quantitative Methods,Correlation & Covariance,2,Understand,0.167722,definition,1,Retail Intermediate,0,EQT29,1,0,0,0,0,0,2,10,0,train |
| 402,"An analyst projects WRX99's free cash flow will grow at 12.5% for 18 years, then stabilise at 24.8%. Using a WACC of 232.9%, what is the intrinsic value per share?",Corporate Finance,Working Capital Management,3,Apply,0.311846,scenario,2,Self-Directed Investor,394,WRX99,1,1,0,0,0,2,5,30,0,train |
| 403,"Suppose INV99 misses earnings estimates by 18%. Using historical Communication Services sector data, what range of price reactions would you expect?",Equities,IPO & Secondary Offerings,4,Analyze,0.551959,what_if,3,HNW Individual,149,INV99,1,1,0,0,0,0,2,21,0,train |
| 404,An investor buys HLX43 at $89.84 and sells at $137.46 after 18 years with no dividends. What is the annualised return?,Portfolio Management,Portfolio Optimization,1,Remember,0.110673,calculation,4,Financial Advisor,408,HLX43,1,1,0,0,0,0,4,21,0,train |
| 405,"Which of the following best describes the primary purpose of Working Capital Management: (a) speculating on currency direction, (b) hedging against interest rate movements, (c) arbitraging credit spreads, (d) increasing equity exposure?",Corporate Finance,Working Capital Management,2,Understand,0.356372,best_of_n,5,CFA Candidate,16,MXF14,1,0,0,0,0,0,1,32,0,train |
| 406,How does High Yield / Junk Bonds perform relative to real yield during periods of rising interest rates?,Fixed Income,High Yield / Junk Bonds,4,Analyze,0.452734,comparison,6,Portfolio Manager,10,XCL12,1,0,1,0,0,1,1,18,0,train |
| 407,"Suppose EQT29 misses earnings estimates by 4%. Using historical Utilities sector data, what range of price reactions would you expect?",Regulation & Ethics,Fiduciary Duty & Suitability,2,Understand,0.402501,what_if,7,Compliance Officer,0,EQT29,1,1,0,1,0,0,2,20,0,train |
| 408,"Which of the following best describes the primary purpose of Stock Screening & Factors: (a) pricing individual securities, (b) measuring portfolio return attribution, (c) calculating margin requirements, (d) estimating default probability?",Equities,Stock Screening & Factors,2,Understand,0.460481,best_of_n,8,Risk Manager,9,INV90,1,0,0,1,0,0,1,31,0,train |
| 409,What would happen to CAP89's bond price if its credit rating is downgraded from A+ to B+?,Derivatives,Swaps — Interest Rate,4,Analyze,0.359016,what_if,9,Quantitative Analyst,1,CAP89,1,0,0,0,0,2,1,17,0,train |
| 410,"If inflation rises unexpectedly to 15.9%, which asset classes in a balanced portfolio would you expect to outperform and why?",Regulation & Ethics,MiFID II & Global Regulation,4,Analyze,0.407508,what_if,0,Retail Novice,1,CAP89,1,1,0,1,0,2,2,20,0,train |
| 411,Contrast the use of Dividend Policy versus equity financing as hedging instruments in a Healthcare portfolio.,Corporate Finance,Dividend Policy,4,Analyze,0.610909,comparison,1,Retail Intermediate,3,OPT65,1,0,0,0,0,2,1,16,0,train |
| 412,"If the P/E ratio of NVP63 is 286.0 and the industry average is 58.9, what does this imply about the market's growth expectations?",Derivatives,Hedging with Derivatives,4,Analyze,0.69275,calculation,2,Self-Directed Investor,28,NVP63,1,1,1,0,0,1,3,23,0,train |
| 413,What are the key differences between EQT29 and ZRO24 in terms of their Portfolio Management characteristics?,Portfolio Management,"Risk-Adjusted Returns (Sharpe, Sortino)",3,Apply,0.450601,comparison,3,HNW Individual,0,EQT29,2,0,0,0,0,1,1,16,0,train |
| 414,"If inflation rises unexpectedly to 17.4%, which asset classes in a balanced portfolio would you expect to outperform and why?",Fixed Income,Credit Analysis & Ratings,3,Apply,0.626914,what_if,4,Financial Advisor,3,OPT65,1,1,0,1,0,1,2,20,0,train |
| 415,"An investor is considering XPT26 with a beta of 159.28. If the market drops 9%, what is the expected change in the stock price?",Equities,Share Buybacks & Capital Returns,5,Evaluate,0.819715,scenario,5,CFA Candidate,14,XPT26,1,1,0,0,0,0,3,24,0,train |
| 416,"For a Real Estate company with high capex and stable cash flows, which valuation method is most appropriate and why?",Corporate Finance,WACC & Cost of Capital,1,Remember,0.173003,best_of_n,6,Portfolio Manager,40,PRX29,1,0,0,0,0,0,1,20,0,train |
| 417,Define Portfolio Optimization. How does it differ from tactical allocation?,Portfolio Management,Portfolio Optimization,4,Analyze,0.595067,definition,7,Compliance Officer,5,UNV31,1,0,0,0,0,0,2,10,0,train |
| 418,Does the following action constitute a violation of The Securities Exchange Act of 1934: an analyst shares material non-public information about HLX72 with a favoured client?,Alternative Investments,Hedge Funds — Strategies,3,Apply,0.245551,regulatory_applicability,8,Risk Manager,115,HLX72,1,0,0,0,0,1,1,26,1,train |
| 419,Review the following statement: 'A portfolio with a Sharpe ratio of 29.18 is always preferable to one with a ratio of 176.88.' Is this always true?,Portfolio Management,Factor Investing (Fama-French),1,Remember,0.237523,error_spotting,9,Quantitative Analyst,1,CAP89,1,1,0,0,0,0,4,26,0,train |
| 420,What is Equity Valuation — DCF and why is it important to Equities investors?,Equities,Equity Valuation — DCF,3,Apply,0.367699,definition,0,Retail Novice,16,MXF14,1,0,1,0,0,2,1,14,0,train |
| 421,What would happen to KRX14's bond price if its credit rating is downgraded from AA- to BB?,Regulation & Ethics,MiFID II & Global Regulation,5,Evaluate,0.362524,what_if,1,Retail Intermediate,108,KRX14,1,0,0,0,0,0,1,17,0,train |
| 422,Explain the concept of Hedge Funds — Strategies in the context of Alternative Investments.,Alternative Investments,Hedge Funds — Strategies,1,Remember,0.01597,definition,2,Self-Directed Investor,0,EQT29,1,0,0,0,0,0,1,14,0,train |
| 423,"Under FINRA Rule 2111 (Suitability), what disclosure obligations does an investment advisor have when recommending EQT29 to a retail client?",Quantitative Methods,Hypothesis Testing,4,Analyze,0.445746,regulatory_applicability,3,HNW Individual,0,EQT29,1,0,0,0,0,2,1,20,1,train |
| 424,"If the Federal Reserve raises interest rates by 210 basis points, how would you expect Inflation & CPI to respond and why?",Economics,Inflation & CPI,6,Create,0.920888,what_if,4,Financial Advisor,58,ARK40,1,1,1,0,0,2,1,22,0,train |
| 425,Define CFA Institute Code of Ethics. How does it differ from confidentiality?,Regulation & Ethics,CFA Institute Code of Ethics,2,Understand,0.318394,definition,5,CFA Candidate,0,EQT29,1,0,1,0,0,0,2,12,0,train |
| 426,"If EQT29 has a price of $79.22 and annual dividends of $172.25, what is its dividend yield?",Portfolio Management,"Risk-Adjusted Returns (Sharpe, Sortino)",4,Analyze,0.758161,calculation,6,Portfolio Manager,0,EQT29,1,1,0,0,0,0,3,17,0,train |
| 427,An analyst states that Corporate Governance and value investing are interchangeable for risk management purposes. Identify the flaw in this reasoning.,Equities,Corporate Governance,2,Understand,0.327341,error_spotting,7,Compliance Officer,0,EQT29,1,0,0,1,0,0,2,21,0,train |
| 428,"An investor holds 190 shares of EQT29 at $35.00 per share. If the company announces a 20% stock dividend, what happens to their position value?",Economics,Inflation & CPI,4,Analyze,0.519562,scenario,8,Risk Manager,0,EQT29,1,1,1,0,0,1,3,25,0,train |
| 429,Define Equity Valuation — Multiples. How does it differ from comparable company analysis?,Equities,Equity Valuation — Multiples,2,Understand,0.245718,definition,9,Quantitative Analyst,0,EQT29,1,0,0,1,0,0,2,13,0,train |
| 430,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Equities,IPO & Secondary Offerings,3,Apply,0.563892,best_of_n,0,Retail Novice,0,EQT29,1,0,1,0,0,0,2,28,0,train |
| 431,Contrast the use of Earnings Analysis & EPS versus mean reversion as hedging instruments in a Utilities portfolio.,Equities,Earnings Analysis & EPS,5,Evaluate,0.389721,comparison,1,Retail Intermediate,442,XPT82,1,0,1,1,0,1,1,18,0,train |
| 432,"An investor holds 115 shares of ARK18 at $71.33 per share. If the company announces a 11% stock dividend, what happens to their position value?",Equities,Share Buybacks & Capital Returns,3,Apply,0.139825,scenario,2,Self-Directed Investor,19,ARK18,1,1,0,1,0,1,3,25,0,train |
| 433,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Equities,IPO & Secondary Offerings,2,Understand,0.47479,best_of_n,3,HNW Individual,71,SPC59,1,0,0,0,0,0,2,28,0,train |
| 434,Explain the concept of Inflation & CPI in the context of Economics.,Economics,Inflation & CPI,4,Analyze,0.757934,definition,4,Financial Advisor,0,EQT29,1,0,0,0,0,2,1,12,0,train |
| 435,"A portfolio has an expected return of 3.7% and a standard deviation of 1.5%. If the risk-free rate is 7.5%, what is the Sharpe ratio?",Equities,IPO & Secondary Offerings,3,Apply,0.286852,calculation,5,CFA Candidate,0,EQT29,1,1,0,0,0,0,5,25,0,train |
| 436,What is Commodity Markets & Oil and why is it important to Economics investors?,Economics,Commodity Markets & Oil,2,Understand,0.155102,definition,6,Portfolio Manager,17,LMN37,1,0,0,0,0,0,1,14,0,train |
| 437,"A call option on EQT29 has a delta of 190.74 and a gamma of 53.041. If the stock rises by $3.14, what is the estimated new delta?",Portfolio Management,Asset Allocation — Tactical,3,Apply,0.741621,calculation,7,Compliance Officer,0,EQT29,1,1,0,0,0,2,5,27,0,train |
| 438,"If EQT29 has a price of $135.51 and annual dividends of $173.30, what is its dividend yield?",Regulation & Ethics,Dodd-Frank & Financial Reform,3,Apply,0.524945,calculation,8,Risk Manager,0,EQT29,1,1,0,0,0,1,3,17,0,train |
| 439,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Alternative Investments,Private Equity & Venture Capital,2,Understand,0.167736,best_of_n,9,Quantitative Analyst,6,JPN79,1,0,0,1,0,0,2,28,0,train |
| 440,What is Probability & Distributions and why is it important to Quantitative Methods investors?,Quantitative Methods,Probability & Distributions,1,Remember,0.028663,definition,0,Retail Novice,0,EQT29,1,0,0,0,0,0,1,14,0,train |
| 441,"Which of the following best describes the primary purpose of Futures & Forwards: (a) speculating on currency direction, (b) hedging against interest rate movements, (c) arbitraging credit spreads, (d) increasing equity exposure?",Derivatives,Futures & Forwards,2,Understand,0.447554,best_of_n,1,Retail Intermediate,20,DRV51,1,0,0,0,0,0,1,32,0,train |
| 442,"If the P/E ratio of LMN37 is 243.8 and the industry average is 184.1, what does this imply about the market's growth expectations?",Regulation & Ethics,Insider Trading Rules,3,Apply,0.55687,calculation,2,Self-Directed Investor,17,LMN37,1,1,1,1,0,1,3,23,0,train |
| 443,"A call option on EQT29 has a delta of 260.50 and a gamma of 160.057. If the stock rises by $23.83, what is the estimated new delta?",Alternative Investments,Commodities — Gold & Precious Metals,3,Apply,0.527204,calculation,3,HNW Individual,0,EQT29,1,1,1,0,0,0,5,27,0,train |
| 444,"If the Federal Reserve raises interest rates by 162 basis points, how would you expect Monte Carlo Simulation to respond and why?",Portfolio Management,Monte Carlo Simulation,5,Evaluate,0.384501,what_if,4,Financial Advisor,0,EQT29,1,1,0,0,0,0,1,22,0,train |
| 445,"A pension fund has a 14/2 equity/bond allocation. If equities rise 102% and bonds fall 20%, what rebalancing is required to restore the target allocation?",Economics,GDP & Economic Indicators,4,Analyze,0.45607,scenario,5,CFA Candidate,1,CAP89,1,1,1,1,0,2,2,25,0,train |
| 446,Review the following statement: 'A portfolio with a Sharpe ratio of 47.38 is always preferable to one with a ratio of 194.89.' Is this always true?,Derivatives,Options Pricing — Black-Scholes,3,Apply,0.61661,error_spotting,6,Portfolio Manager,2,BLD37,1,1,0,0,0,2,4,26,0,train |
| 447,Contrast the use of Farmland & Timberland versus REIT as hedging instruments in a Utilities portfolio.,Real Assets,Farmland & Timberland,3,Apply,0.70972,comparison,7,Compliance Officer,0,EQT29,1,0,0,0,0,0,1,16,0,train |
| 448,What is VIX & Volatility Products and why is it important to Derivatives investors?,Derivatives,VIX & Volatility Products,2,Understand,0.364608,definition,8,Risk Manager,3,OPT65,1,0,0,0,0,0,1,14,0,train |
| 449,"A pension fund has a 18/19 equity/bond allocation. If equities rise 57% and bonds fall 131%, what rebalancing is required to restore the target allocation?",Regulation & Ethics,Fiduciary Duty & Suitability,3,Apply,0.490877,scenario,9,Quantitative Analyst,0,EQT29,1,1,0,0,0,1,2,25,0,train |
| 450,How does Modern Portfolio Theory perform relative to tactical allocation during periods of rising interest rates?,Portfolio Management,Modern Portfolio Theory,3,Apply,0.42419,comparison,0,Retail Novice,3,OPT65,1,0,0,1,0,1,1,16,0,train |
| 451,"An investor is considering NVP51 with a beta of 154.56. If the market drops 6%, what is the expected change in the stock price?",Derivatives,Futures & Forwards,3,Apply,0.347962,scenario,1,Retail Intermediate,7,NVP51,1,1,0,0,0,1,3,24,0,train |
| 452,An investor buys UNV13 at $62.33 and sells at $144.30 after 21 years with no dividends. What is the annualised return?,Derivatives,Options Greeks,3,Apply,0.283299,calculation,2,Self-Directed Investor,4,UNV13,1,1,0,1,0,2,4,21,0,train |
| 453,"Which of the following best describes the primary purpose of Duration & Convexity: (a) speculating on currency direction, (b) hedging against interest rate movements, (c) arbitraging credit spreads, (d) increasing equity exposure?",Fixed Income,Duration & Convexity,1,Remember,0.045532,best_of_n,3,HNW Individual,0,EQT29,1,0,0,0,0,0,1,32,0,train |
| 454,"An analyst projects RST75's free cash flow will grow at 10.6% for 28 years, then stabilise at 4.3%. Using a WACC of 79.4%, what is the intrinsic value per share?",Economics,Global Macro Strategies,4,Analyze,0.419257,scenario,4,Financial Advisor,11,RST75,1,1,0,0,0,1,5,30,0,train |
| 455,"For a Real Estate company with high capex and stable cash flows, which valuation method is most appropriate and why?",Alternative Investments,Private Equity & Venture Capital,3,Apply,0.562585,best_of_n,5,CFA Candidate,19,ARK18,1,0,0,0,0,2,1,20,0,train |
| 456,"Which of the following best describes the primary purpose of Earnings Analysis & EPS: (a) pricing individual securities, (b) measuring portfolio return attribution, (c) calculating margin requirements, (d) estimating default probability?",Equities,Earnings Analysis & EPS,3,Apply,0.572333,best_of_n,6,Portfolio Manager,17,LMN37,1,0,0,1,0,0,1,31,0,train |
| 457,What are the key differences between NVP98 and BLD37 in terms of their Regulation & Ethics characteristics?,Regulation & Ethics,Fiduciary Duty & Suitability,3,Apply,0.411896,comparison,7,Compliance Officer,87,NVP98,2,0,0,0,0,0,1,17,0,train |
| 458,"An analyst projects SYN38's free cash flow will grow at 8.5% for 18 years, then stabilise at 11.7%. Using a WACC of 37.2%, what is the intrinsic value per share?",Portfolio Management,Portfolio Rebalancing,4,Analyze,0.454624,scenario,8,Risk Manager,110,SYN38,1,1,0,1,0,1,5,30,0,train |
| 459,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Equities,Sector Rotation Strategies,4,Analyze,0.909379,error_spotting,9,Quantitative Analyst,42,CAP43,1,0,0,1,0,2,2,21,0,train |
| 460,What is Modern Portfolio Theory and why is it important to Portfolio Management investors?,Portfolio Management,Modern Portfolio Theory,1,Remember,0.349949,definition,0,Retail Novice,0,EQT29,1,0,0,0,0,0,1,14,0,train |
| 461,"For a Consumer Discretionary company with high capex and stable cash flows, which valuation method is most appropriate and why?",Real Assets,Farmland & Timberland,3,Apply,0.044578,best_of_n,1,Retail Intermediate,329,BRX30,1,0,0,0,0,1,1,20,0,train |
| 462,"Which of the following best describes the primary purpose of Real Asset Inflation Hedging: (a) maximising expected return, (b) minimising transaction costs, (c) quantifying downside risk, (d) calculating dividend yield?",Real Assets,Real Asset Inflation Hedging,1,Remember,0.209562,best_of_n,2,Self-Directed Investor,3,OPT65,1,0,0,1,0,0,1,30,0,train |
| 463,An analyst states that Fiduciary Duty & Suitability and front-running are interchangeable for risk management purposes. Identify the flaw in this reasoning.,Regulation & Ethics,Fiduciary Duty & Suitability,1,Remember,0.155882,error_spotting,3,HNW Individual,142,YLD27,1,0,0,0,0,0,2,22,0,train |
| 464,"For a Utilities company with high capex and stable cash flows, which valuation method is most appropriate and why?",Risk Management,Value at Risk (VaR),3,Apply,0.418322,best_of_n,4,Financial Advisor,0,EQT29,1,0,0,0,0,1,1,19,0,train |
| 465,"Which of the following best describes the primary purpose of Earnings Analysis & EPS: (a) speculating on currency direction, (b) hedging against interest rate movements, (c) arbitraging credit spreads, (d) increasing equity exposure?",Equities,Earnings Analysis & EPS,2,Understand,0.141513,best_of_n,5,CFA Candidate,2,BLD37,1,0,0,0,0,0,1,33,0,train |
| 466,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Corporate Finance,Initial Public Offerings,2,Understand,0.415644,best_of_n,6,Portfolio Manager,0,EQT29,1,0,0,0,0,0,2,28,0,train |
| 467,"For a Healthcare company with high capex and stable cash flows, which valuation method is most appropriate and why?",Alternative Investments,Hedge Funds — Strategies,2,Understand,0.424867,best_of_n,7,Compliance Officer,3,OPT65,1,0,0,0,0,0,1,19,0,train |
| 468,"Which of the following best describes the primary purpose of Mortgage-Backed Securities: (a) pricing individual securities, (b) measuring portfolio return attribution, (c) calculating margin requirements, (d) estimating default probability?",Fixed Income,Mortgage-Backed Securities,2,Understand,0.187174,best_of_n,8,Risk Manager,0,EQT29,1,0,0,1,0,0,1,29,0,train |
| 469,"A bond with face value $1,000 pays a coupon of 9.0% annually and matures in 2 years. If the yield to maturity is 13.5%, what is its approximate price?",Economics,Monetary Policy & Interest Rates,1,Remember,0.343877,calculation,9,Quantitative Analyst,0,EQT29,1,1,0,0,0,0,4,29,0,train |
| 470,"An analyst projects QNT63's free cash flow will grow at 17.9% for 16 years, then stabilise at 16.1%. Using a WACC of 177.5%, what is the intrinsic value per share?",Derivatives,Options Pricing — Black-Scholes,4,Analyze,0.214068,scenario,0,Retail Novice,24,QNT63,1,1,0,0,0,1,5,30,0,train |
| 471,"A portfolio has an expected return of 4.0% and a standard deviation of 8.7%. If the risk-free rate is 32.8%, what is the Sharpe ratio?",Derivatives,Options Pricing — Black-Scholes,1,Remember,0.015055,calculation,1,Retail Intermediate,21,INV25,1,1,0,0,0,0,5,25,0,train |
| 472,What is Bond Pricing & Yield and why is it important to Fixed Income investors?,Fixed Income,Bond Pricing & Yield,1,Remember,0.067301,definition,2,Self-Directed Investor,12,EQT54,1,0,0,0,0,0,1,15,0,train |
| 473,How does FINRA Rule 2111 (Suitability) affect the structure and marketing of CFA Institute Code of Ethics products in the United States?,Regulation & Ethics,CFA Institute Code of Ethics,1,Remember,0.334087,regulatory_applicability,3,HNW Individual,34,HLX19,1,0,0,0,0,0,1,22,1,train |
| 474,"How does Risk-Adjusted Returns (Sharpe, Sortino) perform relative to tactical allocation during periods of rising interest rates?",Portfolio Management,"Risk-Adjusted Returns (Sharpe, Sortino)",5,Evaluate,0.593124,comparison,4,Financial Advisor,73,JPN12,1,0,0,0,0,2,1,17,0,train |
| 475,"A bond with face value $1,000 pays a coupon of 12.3% annually and matures in 9 years. If the yield to maturity is 23.5%, what is its approximate price?",Equities,Stock Screening & Factors,2,Understand,0.145641,calculation,5,CFA Candidate,112,RST20,1,1,0,0,0,0,4,29,0,train |
| 476,How does ERISA affect the structure and marketing of Sector Rotation Strategies products in the United States?,Equities,Sector Rotation Strategies,1,Remember,0.236967,regulatory_applicability,6,Portfolio Manager,80,LMN57,1,0,0,0,0,0,1,17,1,train |
| 477,What are the key differences between JPN53 and OPT65 in terms of their Equities characteristics?,Equities,Equity Valuation — Multiples,4,Analyze,0.410459,comparison,7,Compliance Officer,44,JPN53,2,0,0,1,0,1,1,15,0,train |
| 478,Does the following action constitute a violation of The Securities Exchange Act of 1934: an analyst shares material non-public information about MXF14 with a favoured client?,Equities,Dividend Discount Models,4,Analyze,0.319462,regulatory_applicability,8,Risk Manager,16,MXF14,1,0,0,0,0,2,1,26,1,train |
| 479,What does Bond Pricing & Yield measure and what are its key limitations?,Fixed Income,Bond Pricing & Yield,1,Remember,0.108729,definition,9,Quantitative Analyst,1,CAP89,1,0,0,1,0,0,1,13,0,train |
| 480,"If the Federal Reserve raises interest rates by 274 basis points, how would you expect FINRA Rules & Compliance to respond and why?",Regulation & Ethics,FINRA Rules & Compliance,6,Create,0.997019,what_if,0,Retail Novice,182,LMN22,1,1,1,0,0,2,1,23,0,train |
| 481,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Fixed Income,Bond Pricing & Yield,2,Understand,0.203092,best_of_n,1,Retail Intermediate,14,XPT26,1,0,1,1,0,0,2,28,0,train |
| 482,"For a Materials company with high capex and stable cash flows, which valuation method is most appropriate and why?",Fixed Income,Duration & Convexity,2,Understand,0.446382,best_of_n,2,Self-Directed Investor,5,UNV31,1,0,0,0,0,0,1,19,0,train |
| 483,"An investor is considering XCL12 with a beta of 61.98. If the market drops 2%, what is the expected change in the stock price?",Regulation & Ethics,CFA Institute Code of Ethics,3,Apply,0.391316,scenario,3,HNW Individual,10,XCL12,1,1,0,0,0,2,3,24,0,train |
| 484,"If the P/E ratio of DRV51 is 63.8 and the industry average is 113.9, what does this imply about the market's growth expectations?",Regulation & Ethics,CFA Institute Code of Ethics,2,Understand,0.472629,calculation,4,Financial Advisor,20,DRV51,1,1,0,0,0,0,3,23,0,train |
| 485,Define International Equities & ADRs. How does it differ from mean reversion?,Equities,International Equities & ADRs,6,Create,0.971375,definition,5,CFA Candidate,152,CAP18,1,0,1,0,0,0,2,12,0,train |
| 486,"Under ERISA, what disclosure obligations does an investment advisor have when recommending ARK18 to a retail client?",Real Assets,Natural Resources Investing,2,Understand,0.085748,regulatory_applicability,6,Portfolio Manager,19,ARK18,1,0,0,0,0,0,1,17,1,train |
| 487,What does Futures & Forwards measure and what are its key limitations?,Derivatives,Futures & Forwards,2,Understand,0.02071,definition,7,Compliance Officer,31,ALF44,1,0,1,0,0,0,1,12,0,train |
| 488,"An investor holds 208 shares of EQT54 at $28.79 per share. If the company announces a 3% stock dividend, what happens to their position value?",Equities,IPO & Secondary Offerings,4,Analyze,0.363471,scenario,8,Risk Manager,12,EQT54,1,1,1,0,0,0,3,25,0,train |
| 489,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Fixed Income,Treasury & Government Bonds,4,Analyze,0.671561,error_spotting,9,Quantitative Analyst,305,TRX35,1,0,0,0,0,1,2,21,0,train |
| 490,Explain the concept of IPO & Secondary Offerings in the context of Equities.,Equities,IPO & Secondary Offerings,2,Understand,0.091531,definition,0,Retail Novice,2,BLD37,1,0,0,1,0,0,1,13,0,train |
| 491,"A call option on UNV13 has a delta of 244.49 and a gamma of 35.438. If the stock rises by $14.98, what is the estimated new delta?",Fixed Income,Bond Pricing & Yield,4,Analyze,0.775995,calculation,1,Retail Intermediate,4,UNV13,1,1,1,1,0,0,5,27,0,train |
| 492,A colleague claims that increasing duration always increases bond returns in a falling rate environment — is this statement correct? Explain.,Portfolio Management,Modern Portfolio Theory,5,Evaluate,0.915184,error_spotting,2,Self-Directed Investor,2,BLD37,1,0,0,0,0,0,2,21,0,train |
| 493,"An investor seeking income with moderate risk tolerance should primarily consider: (a) high-yield bonds, (b) dividend equities, (c) REITs, (d) growth stocks. Which is most appropriate and why?",Fixed Income,Bond Pricing & Yield,1,Remember,0.121025,best_of_n,3,HNW Individual,2,BLD37,1,0,0,1,0,0,2,28,0,train |
| 494,Explain the concept of Monetary Policy & Interest Rates in the context of Economics.,Economics,Monetary Policy & Interest Rates,2,Understand,0.162883,definition,4,Financial Advisor,26,HLX44,1,0,0,1,0,0,1,14,0,train |
| 495,"An investor is considering BLD37 with a beta of 234.45. If the market drops 10%, what is the expected change in the stock price?",Risk Management,Market Risk — Systematic vs Idiosyncratic,5,Evaluate,0.889397,scenario,5,CFA Candidate,2,BLD37,1,1,1,0,0,1,3,24,0,train |
| 496,"An investor holds 89 shares of VLT51 at $64.67 per share. If the company announces a 17% stock dividend, what happens to their position value?",Behavioral Finance,Cognitive Biases in Investing,3,Apply,0.398474,scenario,6,Portfolio Manager,83,VLT51,1,1,1,1,0,0,3,25,0,train |
| 497,"For a Consumer Staples company with high capex and stable cash flows, which valuation method is most appropriate and why?",Quantitative Methods,Probability & Distributions,1,Remember,0.065018,best_of_n,7,Compliance Officer,276,ALF70,1,0,0,0,0,0,1,20,0,train |
| 498,How does Monte Carlo Simulation perform relative to tactical allocation during periods of rising interest rates?,Portfolio Management,Monte Carlo Simulation,1,Remember,0.031388,comparison,8,Risk Manager,8,WRX11,1,0,0,1,0,0,1,16,0,train |
| 499,"A bond with face value $1,000 pays a coupon of 19.3% annually and matures in 30 years. If the yield to maturity is 4.7%, what is its approximate price?",Alternative Investments,Private Equity & Venture Capital,1,Remember,0.110093,calculation,9,Quantitative Analyst,122,DRV41,1,1,0,1,0,0,4,29,0,train |
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