| example_id,concept_id,example_type,example_description,solution_steps | |
| EX_00001,PMC_0001,numerical,"Illustrative example for Strategic Asset Allocation using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00002,PMC_0002,portfolio_scenario,"Illustrative example for Tactical Asset Allocation using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00003,PMC_0003,numerical,"Illustrative example for Policy Portfolio using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00004,PMC_0004,portfolio_scenario,"Illustrative example for Mean-Variance Optimization using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00005,PMC_0005,numerical,"Illustrative example for Efficient Frontier using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00006,PMC_0006,portfolio_scenario,"Illustrative example for Risk Parity using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00007,PMC_0007,numerical,"Illustrative example for Black-Litterman Model using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00008,PMC_0008,portfolio_scenario,"Illustrative example for Turnover Constraint using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00009,PMC_0009,numerical,"Illustrative example for Liquidity Constraint using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00010,PMC_0010,portfolio_scenario,"Illustrative example for Portfolio Volatility using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00011,PMC_0011,numerical,"Illustrative example for Value at Risk using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00012,PMC_0012,portfolio_scenario,"Illustrative example for Conditional Value at Risk using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00013,PMC_0013,numerical,"Illustrative example for Maximum Drawdown using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00014,PMC_0014,portfolio_scenario,"Illustrative example for Factor Exposure using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00015,PMC_0015,numerical,"Illustrative example for Sharpe Ratio using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00016,PMC_0016,portfolio_scenario,"Illustrative example for Tracking Error using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00017,PMC_0017,numerical,"Illustrative example for Information Ratio using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00018,PMC_0018,portfolio_scenario,"Illustrative example for Performance Attribution using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00019,PMC_0019,numerical,"Illustrative example for Factor Investing using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00020,PMC_0020,portfolio_scenario,"Illustrative example for Duration Management using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00021,PMC_0021,numerical,"Illustrative example for Credit Spread Risk using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00022,PMC_0022,portfolio_scenario,"Illustrative example for Illiquidity Premium using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00023,PMC_0023,numerical,"Illustrative example for Portable Alpha using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00024,PMC_0024,portfolio_scenario,"Illustrative example for Liability-Driven Investing using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00025,PMC_0025,numerical,"Illustrative example for Spending Rule using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00026,PMC_0026,portfolio_scenario,"Illustrative example for Calendar Rebalancing using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00027,PMC_0027,numerical,"Illustrative example for Threshold Rebalancing using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00028,PMC_0028,portfolio_scenario,"Illustrative example for Tax-Loss Harvesting using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00029,PMC_0029,numerical,"Illustrative example for Asset Location using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00030,PMC_0030,portfolio_scenario,"Illustrative example for ESG Integration using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00031,PMC_0031,numerical,"Illustrative example for Custom Benchmark using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00032,PMC_0032,portfolio_scenario,"Illustrative example for Correlation Regime Shift using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00033,PMC_0033,numerical,"Illustrative example for Institutional Turnover Constraint under Liquidity Constraints using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00034,PMC_0034,portfolio_scenario,"Illustrative example for Benchmark-Aware Liquidity Constraint for Endowments using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00035,PMC_0035,numerical,"Illustrative example for Scenario-Based Risk Parity for Multi-Asset Portfolios using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00036,PMC_0036,portfolio_scenario,"Illustrative example for Advanced Risk Parity in Stress Regimes using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00037,PMC_0037,numerical,"Illustrative example for Scenario-Based Tactical Asset Allocation in Stress Regimes using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00038,PMC_0038,portfolio_scenario,"Illustrative example for Advanced Threshold Rebalancing for Benchmark-Relative Mandates using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00039,PMC_0039,numerical,"Illustrative example for Advanced Strategic Asset Allocation for Multi-Asset Portfolios using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00040,PMC_0040,portfolio_scenario,"Illustrative example for Advanced Portfolio Volatility with Tax Awareness using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00041,PMC_0041,numerical,"Illustrative example for Institutional Spending Rule with Tax Awareness using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00042,PMC_0042,portfolio_scenario,"Illustrative example for Institutional Information Ratio for Benchmark-Relative Mandates using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00043,PMC_0043,numerical,"Illustrative example for Institutional Spending Rule for Active Equity using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00044,PMC_0044,portfolio_scenario,"Illustrative example for Scenario-Based Liability-Driven Investing in Stress Regimes using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00045,PMC_0045,numerical,"Illustrative example for Benchmark-Aware Policy Portfolio in Stress Regimes using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00046,PMC_0046,portfolio_scenario,"Illustrative example for Institutional Sharpe Ratio for Multi-Asset Portfolios using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00047,PMC_0047,numerical,"Illustrative example for Advanced Liability-Driven Investing with Tax Awareness using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00048,PMC_0048,portfolio_scenario,"Illustrative example for Benchmark-Aware Performance Attribution for Endowments using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00049,PMC_0049,numerical,"Illustrative example for Advanced Tracking Error for Benchmark-Relative Mandates using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00050,PMC_0050,portfolio_scenario,"Illustrative example for Benchmark-Aware Sharpe Ratio with Tax Awareness using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00051,PMC_0051,numerical,"Illustrative example for Practical Policy Portfolio for Multi-Asset Portfolios using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00052,PMC_0052,portfolio_scenario,"Illustrative example for Scenario-Based Factor Exposure with Tax Awareness using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00053,PMC_0053,numerical,"Illustrative example for Benchmark-Aware Calendar Rebalancing for Benchmark-Relative Mandates using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00054,PMC_0054,portfolio_scenario,"Illustrative example for Advanced Liquidity Constraint for Active Equity using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00055,PMC_0055,numerical,"Illustrative example for Scenario-Based Tax-Loss Harvesting for Multi-Asset Portfolios using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00056,PMC_0056,portfolio_scenario,"Illustrative example for Scenario-Based Liquidity Constraint for Benchmark-Relative Mandates using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00057,PMC_0057,numerical,"Illustrative example for Advanced Turnover Constraint for Wealth Platforms using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00058,PMC_0058,portfolio_scenario,"Illustrative example for Constraint-Aware Efficient Frontier for Multi-Asset Portfolios using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00059,PMC_0059,numerical,"Illustrative example for Scenario-Based Information Ratio for Defined Benefit Plans using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00060,PMC_0060,portfolio_scenario,"Illustrative example for Benchmark-Aware Performance Attribution with Tax Awareness using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00061,PMC_0061,numerical,"Illustrative example for Advanced Tax-Loss Harvesting for Benchmark-Relative Mandates using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00062,PMC_0062,portfolio_scenario,"Illustrative example for Scenario-Based Conditional Value at Risk for Endowments using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00063,PMC_0063,numerical,"Illustrative example for Advanced Maximum Drawdown with Tax Awareness using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00064,PMC_0064,portfolio_scenario,"Illustrative example for Scenario-Based Strategic Asset Allocation with Tax Awareness using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00065,PMC_0065,numerical,"Illustrative example for Practical Turnover Constraint under Liquidity Constraints using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00066,PMC_0066,portfolio_scenario,"Illustrative example for Scenario-Based Tracking Error for Endowments using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00067,PMC_0067,numerical,"Illustrative example for Scenario-Based Efficient Frontier for Wealth Platforms using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00068,PMC_0068,portfolio_scenario,"Illustrative example for Practical Value at Risk for Active Equity using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00069,PMC_0069,numerical,"Illustrative example for Scenario-Based Factor Exposure in Stress Regimes using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00070,PMC_0070,portfolio_scenario,"Illustrative example for Benchmark-Aware Calendar Rebalancing with Tax Awareness using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00071,PMC_0071,numerical,"Illustrative example for Institutional Asset Location in Stress Regimes using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00072,PMC_0072,portfolio_scenario,"Illustrative example for Institutional Illiquidity Premium for Fixed Income Portfolios using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00073,PMC_0073,numerical,"Illustrative example for Institutional Sharpe Ratio for Endowments using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00074,PMC_0074,portfolio_scenario,"Illustrative example for Institutional Sharpe Ratio for Defined Benefit Plans using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00075,PMC_0075,numerical,"Illustrative example for Practical Tracking Error for Benchmark-Relative Mandates using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00076,PMC_0076,portfolio_scenario,"Illustrative example for Benchmark-Aware Liquidity Constraint for Fixed Income Portfolios using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00077,PMC_0077,numerical,"Illustrative example for Constraint-Aware Tracking Error for Multi-Asset Portfolios using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00078,PMC_0078,portfolio_scenario,"Illustrative example for Benchmark-Aware Black-Litterman Model for Multi-Asset Portfolios using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00079,PMC_0079,numerical,"Illustrative example for Constraint-Aware Threshold Rebalancing for Defined Benefit Plans using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00080,PMC_0080,portfolio_scenario,"Illustrative example for Constraint-Aware Mean-Variance Optimization with Tax Awareness using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00081,PMC_0081,numerical,"Illustrative example for Advanced Maximum Drawdown for Active Equity using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00082,PMC_0082,portfolio_scenario,"Illustrative example for Advanced Tax-Loss Harvesting under Liquidity Constraints using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00083,PMC_0083,numerical,"Illustrative example for Constraint-Aware Efficient Frontier for Active Equity using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00084,PMC_0084,portfolio_scenario,"Illustrative example for Institutional Strategic Asset Allocation in Stress Regimes using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00085,PMC_0085,numerical,"Illustrative example for Constraint-Aware Correlation Regime Shift in Stress Regimes using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00086,PMC_0086,portfolio_scenario,"Illustrative example for Constraint-Aware Value at Risk for Defined Benefit Plans using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00087,PMC_0087,numerical,"Illustrative example for Practical ESG Integration for Multi-Asset Portfolios using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00088,PMC_0088,portfolio_scenario,"Illustrative example for Advanced Correlation Regime Shift in Stress Regimes using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00089,PMC_0089,numerical,"Illustrative example for Scenario-Based Mean-Variance Optimization for Active Equity using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00090,PMC_0090,portfolio_scenario,"Illustrative example for Institutional Mean-Variance Optimization for Fixed Income Portfolios using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00091,PMC_0091,numerical,"Illustrative example for Institutional Value at Risk for Active Equity using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00092,PMC_0092,portfolio_scenario,"Illustrative example for Scenario-Based Efficient Frontier for Endowments using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00093,PMC_0093,numerical,"Illustrative example for Institutional Calendar Rebalancing for Fixed Income Portfolios using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00094,PMC_0094,portfolio_scenario,"Illustrative example for Scenario-Based Policy Portfolio for Endowments using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00095,PMC_0095,numerical,"Illustrative example for Practical Credit Spread Risk in Stress Regimes using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00096,PMC_0096,portfolio_scenario,"Illustrative example for Practical Tracking Error for Multi-Asset Portfolios using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00097,PMC_0097,numerical,"Illustrative example for Practical ESG Integration for Endowments using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00098,PMC_0098,portfolio_scenario,"Illustrative example for Institutional Black-Litterman Model for Active Equity using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00099,PMC_0099,numerical,"Illustrative example for Advanced Information Ratio with Tax Awareness using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |
| EX_00100,PMC_0100,portfolio_scenario,"Illustrative example for Practical Liability-Driven Investing for Wealth Platforms using a simplified multi-asset portfolio with equities, bonds, cash, and at least one implementation constraint.","1) Define portfolio objective and constraint set. 2) Identify relevant inputs such as returns, volatility, correlation, benchmark, taxes, or liabilities. 3) Compute or reason through the decision. 4) Interpret the output in portfolio terms. 5) Note where the answer may change under stress or different mandates." | |