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Survival analysis For uncensored data, with formula_32 equal to the age at death, we have For left-censored data, such that the age at death is known to be less than formula_32, we have For right-censored data, such that the age at death is known to be greater than formula_32, we have For an interval censored datum, su...
https://en.wikipedia.org/wiki?curid=419259
Incentive An incentive is a contingent motivator. Traditional incentives are extrinsic motivators which reward actions to yield a desired outcome. The effectiveness of traditional incentives has changed as the needs of Western society have evolved. While the traditional incentive model is effective when there is a defi...
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Incentive Incentives can be classified according to the different ways in which they motivate agents to take a particular course of action. One common and useful taxonomy divides incentives into four broad classes: There is another common usage in which incentive is "contrasted with" coercion, as when economic moralist...
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Incentive Rather, personal incentives are set apart from these other forms of incentive because the distinction above was made for the purpose of understanding and contrasting the "social incentive structures" established by different forms of social interaction. "Personal" incentives are essential to understanding why...
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Incentive A classic example of the economic analysis of incentive structures is the famous Walrasian chart of supply and demand curves: economic theory predicts that the market will tend to move towards the equilibrium price because everyone in the market has a "remunerative incentive" to do so: by lowering a price for...
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Incentive Incentive-based regulation can be defined as the conscious use of rewards and penalties to encourage good performance in the utility sector. Incentives can be used in several contexts. For example, policymakers in the United States used a quid pro quo incentive when some of the U.S. incumbent local telephone ...
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Incentive regulators (e.g. Ofgem) combine elements of rate of return regulation and price cap regulation to create their form of RPI - X regulation. rates are also prevalent in the utility sector, under any of the utility regulatory frameworks noted. rates are a vehicle for the utility to induce large commercial or ind...
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Incentive For example, decision-makers in for-profit firms often must decide what incentives they will offer to employees and managers to encourage them to act in ways beneficial to the firm. But many corporate policies – especially of the "extreme incentive" variant popular during the 1990s – that aimed to encourage p...
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Incentive Although long term incentives could be part of the incentive system, they have been abandoned in the past 20 years. An example of an organization that used long term incentive programs was Hughes Aircraft and was highly successful until the government forced its divestiture from the Howard Hughes Medical Inst...
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Jacob Viner (; May 3, 1892 – September 12, 1970) was a Canadian economist and is considered with Frank Knight and Henry Simons to be one of the "inspiring" mentors of the early Chicago School of Economics in the 1930s: he was one of the leading figures of the Chicago faculty. Paul Samuelson named Viner (along with Harr...
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Jacob Viner During World War II, he served as co-rapporteur to the economic and financial group of the Council on Foreign Relations' "War and Peace Studies" project, along with Harvard economist Alvin Hansen. Viner was a noted opponent of John Maynard Keynes during the Great Depression. While he agreed with the policie...
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Privatism is a generic term generally describing any belief that people have a right to the private ownership of certain things. According to different perspectives, it describes also the attitude of people to be concerned only about ideas or facts that affect them as individuals. There are many degrees of privatism, f...
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Privatism Indeed, privatism supporters believe that the economic role of the welfare state should be reduced, giving more freedom to consumers and private volunteering organizations to operate inside the economic environment. According to this view, the private allocation of resources would be more efficient and less a...
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Privatism According to an interpretation given by George Lipsitz, privatism needs to be considered hostile towards social life of a community, because it results in segregation and extreme inequalities. Moreover, in his perspective, privatism supporters tend to be less involved in social life leading to severe conseque...
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Social cost in neoclassical economics is the sum of the private costs resulting from a transaction and the costs imposed on the consumers as a consequence of being exposed to the transaction for which they are not compensated or charged. In other words, it is the sum of personal and external costs. Private costs refer ...
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Social cost , the costs which businesses shift to society in their attempts to increase their profits. According to the International Monetary Fund, "there are differences between private costs and the costs to the society as a whole". In a situation where there are positive social costs, it means that the first of the...
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Social cost Negative Production Externality refers to a situation in which marginal damages are social costs to society that result in Marginal Social Cost being greater than the Marginal Private Cost i.e. MSC > MPC. Intuitively, this refers to a situation in which the production of the firm reduces the well-being of t...
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Social cost shifted upwards to the left by marginal damages to yield the marginal social curve. The star in the diagram, or the point where the new supply curve (inclusive of marginal damages to society) and the consumer demand intersect, represents the socially optimum quantity Q and price. At this social optimum, the...
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Social cost According to Thomas Helbing at the International Monetary Fund, government intervention might be most optimal in situations where one party might have undue bargaining power compared to the other party. In an alternative scenario, positive production externality occurs when the social costs of production ar...
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Social cost In trying to monetize the social costs arising from carbon, one needs to understand "the effect of a ton of a greenhouse gas on global temperatures, the effect of temperature change on agricultural yields, human health, flood risk, and myriad other harms to the ecosystem". Analysts from Brookings Institutio...
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Growth stock In finance, a growth stock is a stock of a company that generates substantial and sustainable positive cash flow and whose revenues and earnings are expected to increase at a faster rate than the average company within the same industry. A growth company typically has some sort of competitive advantage (a ...
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Adjusted present value (APV) is a valuation method introduced in 1974 by Stewart Myers. The idea is to value the project as if it were all equity financed ("unleveraged"), and to then add the present value of the tax shield of debt – and other side effects. See Leverage (finance). Technically, an APV valuation model lo...
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Adjusted present value The APV method is especially effective when a leveraged buyout case is considered since the company is loaded with an extreme amount of debt, so the tax shield is substantial.
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Household production function Consumers often choose not directly from the commodities that they purchase but from commodities they transform into goods through a household production function. It is these goods that they value. The idea was originally proposed by Gary Becker, Kelvin Lancaster, and Richard Muth in the ...
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Mean time to recovery (MTTR) is the average time that a device will take to recover from any failure. Examples of such devices range from self-resetting fuses (where the MTTR would be very short, probably seconds), up to whole systems which have to be repaired or replaced. The MTTR would usually be part of a maintenanc...
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Economics of location In economics, the economics of location is the study of strategies used by firms in a monopolistically competitive environment in determining where to locate. Unlike a product differentiation strategy, where firms make their products different in order to attract customers, an "economics of locati...
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Marginal rate of substitution In economics, the marginal rate of substitution (MRS) is the rate at which a consumer can give up some amount of one good in exchange for another good while maintaining the same level of utility. At equilibrium consumption levels (assuming no externalities), marginal rates of substitution ...
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Marginal rate of substitution Formally, It is important to note that when comparing bundles of goods X and Y that give a constant utility (points along an indifference curve), the marginal utility of X is measured in terms of units of Y that is being given up. For example, if the MRS = 2, the consumer will give up 2 un...
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Marginal rate of substitution That turns out to equal the ratio of the marginal utilities: When consumers maximize utility with respect to a budget constraint, the indifference curve is tangent to the budget line, therefore, with "m" representing slope: Therefore, when the consumer is choosing his utility maximized mar...
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Engel curve In microeconomics, an describes how household expenditure on a particular good or service varies with household income. There are two varieties of Engel curves. Budget share Engel curves describe how the proportion of household income spent on a good varies with income. Alternatively, Engel curves can also ...
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Engel curve For inferior goods, the has a negative gradient. That means that as the consumer has more income, they will buy less of the inferior good because they are able to purchase better goods. For goods with a Marshallian demand function generated from a utility function of Gorman polar form, the is a straight lin...
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Engel curve In microeconomics Engel curves are used for equivalence scale calculations and related welfare comparisons, and determine properties of demand systems such as aggregability and rank. Engel curves have also been used to study how the changing industrial composition of growing economies are linked to the chan...
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Engel curve No established theory exists that can explain the observed shape of Engel curves and their associated income elasticity values. Ernst Engel himself argued that households possessed a hierarchy of wants that determined the shape of Engel curves. As household income rises some motivations become more prominen...
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Effect size In statistics, an effect size is a quantitative measure of the magnitude of a phenomenon. It can refer to the value of a statistic calculated from a sample of data, the value of a parameter of a hypothetical statistical population, or to the equation that operationalizes how statistics or parameters lead to...
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Effect size Reporting effect sizes or estimates thereof (effect estimate [EE], estimate of effect) is considered good practice when presenting empirical research findings in many fields. The reporting of effect sizes facilitates the interpretation of the importance of a research result, in contrast to its statistical s...
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Effect size Alternatively, a "hat" can be placed over the population parameter to denote the statistic, e.g. with formula_1 being the estimate of the parameter formula_2. As in any statistical setting, effect sizes are estimated with sampling error, and may be biased unless the effect size estimator that is used is app...
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Effect size Given a sufficiently large sample size, a non-null statistical comparison will always show a statistically significant result unless the population effect size is exactly zero (and even there it will show statistical significance at the rate of the Type I error used). For example, a sample Pearson correlati...
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Effect size In the face of this relativity, there is a certain risk inherent in offering conventional operational definitions for these terms for use in power analysis in as diverse a field of inquiry as behavioral science. This risk is nevertheless accepted in the belief that more is to be gained than lost by supplyin...
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Effect size Dept of Education sponsored report said "The widespread indiscriminate use of Cohen’s generic small, medium, and large effect size values to characterize effect sizes in domains to which his normative values do not apply is thus likewise inappropriate and misleading." They suggested that "appropriate norms ...
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Effect size Cohen gives the following guidelines for the social sciences: A related "effect size" is "r", the coefficient of determination (also referred to as "R" or ""r"-squared"), calculated as the square of the Pearson correlation "r". In the case of paired data, this is a measure of the proportion of variance shar...
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Effect size Since it is less biased (although not "un"biased), ω is preferable to η; however, it can be more inconvenient to calculate for complex analyses. A generalized form of the estimator has been published for between-subjects and within-subjects analysis, repeated measure, mixed design, and randomized block desi...
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Effect size This is the difference between two Fisher transformed Pearson regression coefficients. In symbols this is where "r" and "r" are the regressions being compared. The expected value of "q" is zero and its variance is where "N" and "N" are the number of data points in the first and second regression respectivel...
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Effect size The table below contains descriptors for magnitudes of "d" = 0.01 to 2.0, as initially suggested by Cohen and expanded by Sawilowsky. Other authors choose a slightly different computation of the standard deviation when referring to "Cohen's "d"" where the denominator is without "-2" This definition of "Cohe...
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Effect size Under a correct assumption of equal population variances a pooled estimate for "σ" is more precise. Hedges' "g", suggested by Larry Hedges in 1981, is like the other measures based on a standardized difference where the pooled standard deviation formula_29 is computed as: However, as an estimator for the po...
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Effect size One suggestion for the variance of Hedges' unbiased estimator is Mahalanobis distance (D) is a multivariate generalization of Cohen's d, which takes into account the relationships between the variables. Commonly used measures of association for the chi-squared test are the Phi coefficient and Cramér's V (so...
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Effect size Otherwise, using "c" would reduce the equation to that for Phi. Another measure of effect size used for chi-squared tests is Cohen's "w". This is defined as where "p" is the value of the "i" cell under "H", "p" is the value of the "i" cell under "H" and "m" is the number of cells. The odds ratio (OR) is ano...
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Effect size The effect size can be computed the same as above, but using the probabilities instead. Therefore, the relative risk is 1.28. Since rather large probabilities of passing were used, there is a large difference between relative risk and odds ratio. Had "failure" (a smaller probability) been used as the event ...
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Effect size This is defined as follows formula_39 where "p" and "p" are the proportions of the two samples being compared and arcsin is the arcsine transformation. To more easily describe the meaning of an effect size, to people outside statistics, the common language effect size, as the name implies, was designed to c...
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Effect size At the end of the study, the outcome is rated into a score, for each individual (for example on a scale of mobility and pain, in the case of an arthritis study), and then all the scores are compared between the pairs. The result, as the percent of pairs that support the hypothesis, is the common language ef...
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Effect size In other words, the correlation is the difference between the common language effect size and its complement. For example, if the common language effect size is 60%, then the rank-biserial r equals 60% minus 40%, or "r" = 0.20. The Kerby formula is directional, with positive values indicating that the resul...
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Effect size The correlation between memory and treatment performance by the Kerby simple difference formula is "r" = (70/100) − (30/100) = 0.40. The correlation by the Wendt formula is "r" = 1 − (2·30)/(10·10) = 0.40. Cliff's delta or formula_40, originally developed by Norman Cliff for use with ordinal data, is a meas...
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Effect size For a single group, "M" denotes the sample mean, "μ" the population mean, "SD" the sample's standard deviation, "σ" the population's standard deviation, and "n" is the sample size of the group. The "t" value is used to test the hypothesis on the difference between the mean and a baseline "μ". Usually, "μ" i...
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Lookback option Lookback options, in the terminology of finance, are a type of exotic option with path dependency, among many other kind of options. The payoff depends on the optimal (maximum or minimum) underlying asset's price occurring over the life of the option. The option allows the holder to "look back" over tim...
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Lookback option The difference is that the option is not exercised at the price at maturity: the payoff is the maximum difference between the optimal underlying asset price and the strike. For the call option, the holder chooses to exercise at the point when the underlying asset price is at its highest level. For the p...
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Lookback option Similarly, the price of the lookback put option with floating strike is given by: Partial lookback options are a subclass of lookback options with the same payoff structure, but with the goal of reducing its fair price. One way is to scale the fair price linearly with constant formula_23, where formula_...
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Public–private partnership A public–private partnership (PPP, 3P, or P3) is a cooperative arrangement between two or more public and private sectors, typically of a long-term nature. In other words, it involves an arrangement between a unit of government and a business that brings better services or improves the city's...
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Public–private partnership The advancement of PPPs, as a concept and a practice, is a product of the new public management of the late 20th century and globalization pressures. Despite there being no formal consensus regarding a definition, the term has been defined by major entities. For example, The OECD formally def...
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Public–private partnership A 2013 study published in "State and Local Government Review" found that definitions of public-private partnerships vary widely between municipalities: "Many public and private officials tout public-private partnerships for any number of activities, when in truth the relationship is contractu...
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Public–private partnership However, the late 20th and early 21st century saw a clear trend toward governments across the globe making greater use of various PPP arrangements. This trend seems to have reversed since the global financial crisis of 2008. Pressure to change the standard model of public procurement arose in...
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Public–private partnership An in-depth study conducted by the National Audit Office of the United Kingdom concluded that the private finance initiative model had proved to be more expensive and less efficient in supporting hospitals, schools, and other public infrastructure than public financing. In economic theory, pu...
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Public–private partnership Government coalitions are revealed as susceptible to a number of problems, primarily corruption and conflicts of interest. This slippery slope is generally created by a lack of sufficient oversight. Corruption and conflicts of interest, in this case, lead to costs of opportunism; other costs ...
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Public–private partnership Case-by-case project governance and funding and financing interventions are the main value generators for delivering public service. Because P3s are directly responsible for a variety of activities, they can evolve into monopolies motivated by rent-seeking behavior. Typically, a private-secto...
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Public–private partnership One involves the claim that PPPs enable the public sector to harness the expertise and efficiencies that the private sector can bring to the delivery of certain facilities and services traditionally procured and delivered by the public sector. Another common driver is that PPPs may be structu...
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Public–private partnership However, additional financing costs can be offset by private-sector efficiency, savings resulting from a holistic approach to delivering the project or service, and from the better risk allocation in the long run.. While in practice there are many ideal types or models of PPP, the following i...
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Public–private partnership Since the onset of the financial crisis in 2008, estimates suggest that the number of PPP deals closed has fallen more than 40 percent. Investments in public-sector infrastructure are seen as an important means of maintaining economic activity, as was highlighted in a European Commission comm...
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Public–private partnership "At the same time, approximately 22% of the local governments in the survey indicated that they had brought back in-house at least one service that they had previously provided through some alternative private arrangement." The effectiveness of PPPs as cost-saving or innovation-producing vent...
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Public–private partnership According to the International Monetary Fund, economic ownership of the asset should determine whether to record PPP-related assets and liabilities in the government's or the private corporation's balance sheet is not straightforward. According to a 2018 UN Report , "in terms of costs, privat...
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Public–private partnership " In Ontario, a 2012 review of 28 projects showed that the costs were on average 16% lower for traditional publicly procured projects than for PPPs. A number of Australian studies of early initiatives to promote private investment in infrastructure concluded that in most cases, the schemes be...
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Public–private partnership Another model being discussed is the public–private–community partnership (PPCP), in which both the government and private players work together for social welfare, eliminating the prime focus of private players on profit. This model is being applied more in developing nations such as India. ...
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Public–private partnership However, some health-care-related PPPs have been shown to cost significantly more money to develop and maintain than those developed through traditional public procurement. A health services PPP can be described as a long-term contract (typically 15–30 years) between a public-sector authority...
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Public–private partnership Health spending in the United States accounts for approximately half of all health spending among OECD nations, but the biggest growth will be outside of the U.S. In 2010, PricewaterhouseCoopers projected that spending on health care among the Organisation for Economic Co-operation and Develo...
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Public–private partnership International PDPs work to accelerate the research and development of pharmaceutical products for underserved populations that are not profitable for private companies. They may also be involved in helping plan for access and availability of the products they develop to those in need in their...
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Public–private partnership Different governments suffer from different institutional failures in the PPP procurement process. Hence, these centralized PPP units need to address these different issues by shaping their functions to suit the individual government's needs. The function, location (within government), and ju...
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Public–private partnership Neighborhood organizations or small and local non-profits saw a broad source of funding during the early years, but there has been a shift in funding more recently, reducing the overall funding and seeing more of it go to larger agencies focusing on large grants. With the rise in public–priva...
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Public–private partnership Conflicts can also be related to territorialism or protectionism and a lack of commitment to working within the partnership. A business partnership model would not be accurate or appropriate for a P3.
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Temporary work or temporary employment (also called odd jobs or gigs) refers to an employment situation where the working arrangement is limited to a certain period of time based on the needs of the employing organization. Temporary employees are sometimes called "contractual", "seasonal", "interim", "casual staff", "o...
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Temporary work With the rise of the Internet and gig economy (a labor market characterized by the prevalence of short-term contracts or freelance work as opposed to permanent jobs), many workers are now finding short-term jobs through freelance marketplaces: a situation that brings into being a global market for work. ...
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Temporary work Typically, temporary workers were white women in pink collar, clerical positions who provided companies with a stop-gap solution for permanent workers who needed a leave of absence, when on vacation or in illness. In contrast, in the Post-Fordist period, characterized by neoliberalism, deindustrializatio...
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Temporary work It is the "one-person, one-career model" that we are accustomed to, and that the gig economy is disrupting, which is the relatively recent phenomenon. Before the Industrial Revolution in the 19th century, it was common for one person to take on multiple temporary jobs to piece together livable earnings. ...
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Temporary work 7%, 28.3%, and 27.5% respectively. Romania, Lithuania, and Estonia have the lowest percentage of temporary dependent employment that ranges from 1%-4%. The United Kingdom has 6% temporary employment, Germany has 13% temporary employment, and France has 16.2% temporary employment. In many countries, there...
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Temporary work The desire to market flexible, adaptable temporary workers has become a driving, monetary oriented objective of the temporary work industry. This has caused individual agencies to adopt practices that focus on competition with other firms, that promote "try before you buy" practices, and that maximize th...
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Temporary work Whether the work comes through an independent gig economy source or a temp agency, when a temporary employee agrees to an assignment, they receive instructions pertaining to the job. The agency also provides information on correct work attire, work hours, wages, and whom to report to. If a temporary empl...
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Temporary work It is up to the temporary employee to keep in constant contact with the agency when not currently working on an assignment; by letting the agency know that they are available to work, they are given priority over those who may be in the agency database who have not made it clear that they are ready and w...
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Temporary work Temp agencies are a growing part of industrial economies. From 1961 to 1971, the number of employees sent out by temporary staffing agencies increased by 16 percent. Temporary staffing industry payrolls increased by 166 percent from 1971 to 1981, and 206 percent from 1981 to 1991, and 278 percent from 19...
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Temporary work Staffing agencies are prone to improper behavior just like any other employer. There have been cases of some temp agencies that have created and reinforced an ethnic hierarchy that determines who gets what jobs. Temps have been told to be a "guest" and not a worker, which can lead to worker exploitation....
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Temporary work Since a client firm is harder to replace than a client employee, and there is no disincentive to not giving a complaining employee an assignment, there is an incentive for agencies to find employees who are willing to go along with the conditions of client firms, as opposed to severing ties with firms th...
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Temporary work Collaborative and interdisciplinary (e.g., epidemiology, occupational psychology, organizational science, economics, law, management, sociology, labor health and safety) research and intervention efforts are needed to protect and promote the occupational safety and health of temporary workers. Workers, s...
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Temporary work California Assembly Bill 5 in 2019 addressed the issue of contract workers including those in the gig economy, and set stricter requirements that must be satisfied for a worker to be classified as a contractor and not an employee, as employees receive more worker protection and benefits than contractors....
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Fundamental theorem of asset pricing The fundamental theorems of asset pricing (also: of arbitrage, of finance) provide necessary and sufficient conditions for a market to be arbitrage free and for a market to be complete. An arbitrage opportunity is a way of making money with no initial investment without any possibil...
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Interest rate option An is a specific financial derivative contract whose value is based on interest rates. Its value is tied to an underlying interest rate, such as the yield on 10 year treasury notes. Similar to equity options, there are two types of contracts: calls and puts. A call gives the bearer the right, but n...
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Decision theory (or the theory of choice not to be confused with choice theory) is the study of an agent's choices. can be broken into two branches: normative decision theory, which analyzes the outcomes of decisions or determines the optimal decisions given constraints and assumptions, and descriptive decision theory,...
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Decision theory Amos Tversky's elimination by aspects model) or an axiomatic framework (e.g. stochastic transitivity axioms), reconciling the Von Neumann-Morgenstern axioms with behavioral violations of the expected utility hypothesis, or they may explicitly give a functional form for time-inconsistent utility function...
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Decision theory In 1738, Daniel Bernoulli published an influential paper entitled "Exposition of a New Theory on the Measurement of Risk", in which he uses the St. Petersburg paradox to show that expected value theory must be normatively wrong. He gives an example in which a Dutch merchant is trying to decide whether t...
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Decision theory The work of Maurice Allais and Daniel Ellsberg showed that human behavior has systematic and sometimes important departures from expected-utility maximization. The prospect theory of Daniel Kahneman and Amos Tversky renewed the empirical study of economic behavior with less emphasis on rationality presu...
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Decision theory However even with all those factors taken into account, human behavior again deviates greatly from the predictions of prescriptive decision theory, leading to alternative models in which, for example, objective interest rates are replaced by subjective discount rates. Some decisions are difficult becaus...
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Decision theory One example is the model of economic growth and resource usage developed by the Club of Rome to help politicians make real-life decisions in complex situations. Decisions are also affected by whether options are framed together or separately; this is known as the distinction bias. In 2011, Dwayne Rosenb...
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Decision theory Another example is that decision-makers may be biased towards preferring moderate alternatives to extreme ones; the "Compromise Effect" operates under a mindset that the most moderate option carries the most benefit. In an incomplete information scenario, as in most daily decisions, the moderate option ...
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Decision theory This line of argument, called the ludic fallacy, is that there are inevitable imperfections in modeling the real world by particular models, and that unquestioning reliance on models blinds one to their limits.
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Value transfer system A value transfer system refers to any system, mechanism, or network of people that receives money for the purpose of making the funds or an equivalent value payable to a third party in another geographic location, whether or not in the same form. The average size of the payment is an indicator of ...
https://en.wikipedia.org/wiki?curid=459317
Comparison of Canadian and American economies The economies of Canada and the United States are similar because they are both developed countries and are each other's largest trading partners. However, key differences in population makeup, geography, government policies and productivity all result in different economie...
https://en.wikipedia.org/wiki?curid=464429