Stochastic dominance is a partial order between random variables. It is a form of stochastic ordering. The concept arises in decision theory and decision...
23 KB (3,651 words) - 01:06, 29 October 2024
In finance, marginal conditional stochastic dominance is a condition under which a portfolio can be improved in the eyes of all risk-averse investors by...
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distribution). Stochastic dominance relations are a family of stochastic orderings used in decision theory: Zeroth-order stochastic dominance: A ≺ ( 0 ) B...
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a gene Strategic dominance, a method of simplification for games Stochastic dominance, a situation in which one lottery (a probability distribution of...
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for how many pairs of groups stochastic dominance obtains. For analyzing the specific sample pairs for stochastic dominance, Dunn's test, pairwise Mann–Whitney...
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families with MLR have a number of well-behaved stochastic properties, such as first-order stochastic dominance and increasing hazard ratios. Unfortunately...
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CVaR: Conditional value at risk FSD: First-order Stochastic Dominance SSD: Second-order Stochastic Dominance In the United States, virtual power plants deal...
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Multi-objective optimization Stochastic dominance Second-order Stochastic dominance Marginal conditional stochastic dominance Downside risk Volatility skewness...
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second-order stochastic dominance – namely, the special case of equal means: If B is a mean-preserving spread of A, then A is second-order stochastically dominant...
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most 1). It is based on the notion of stochastic dominance. For each agent i, A bundle Xi weakly-stochastically dominates (wsd) a bundle Yi if for every...
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Rationality Secretary problem Signal detection theory Small-numbers game Stochastic dominance TOTREP Two envelopes problem "Decision theory Definition and meaning"...
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) {\displaystyle x\preceq f(x)} . The SD extension (named after stochastic dominance) is defined not only on discrete bundles but also on fractional bundles...
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Lexicographic dominance is a total order between random variables. It is a form of stochastic ordering. It is defined as follows.: 8 Random variable...
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Multivariate testing Randomized controlled trial Scientific control Stochastic dominance Test statistic Young, Scott W. H. (August 2014). "Improving Library...
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truthful mechanisms, where the weights may be input-dependent. Strong stochastic-dominance truthfulness (strong-SD-truthfulness): The vector of probabilities...
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model Stochastic Stochastic approximation Stochastic calculus Stochastic convergence Stochastic differential equation Stochastic dominance Stochastic drift...
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distribution) can be used as a market concentration criterion. Examples are stochastic dominance and Gini coefficient. The Herfindahl–Hirschman Index (HHI) (the most...
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of R {\displaystyle \mathbb {R} } , endowed with the first order stochastic dominance order ≥ X {\displaystyle \geq _{X}} . Note that ( X , ≥ X ) {\displaystyle...
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between two computational problems First-order resolution First-order stochastic dominance First order stream Exact first-order ordinary differential equation...
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\rho _{g}(X)=\rho _{g}(Y)} . Monotone with respect to first order stochastic dominance. If g {\displaystyle g} is a concave distortion function, then ρ...
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Because the one-sample test can be used as a one-sided test for stochastic dominance, the paired difference Wilcoxon test can be used to compare the following...
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portfolio choice Investment theory Kelly criterion Marginal conditional stochastic dominance Markowitz model Mutual fund separation theorem Omega ratio Post-modern...
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events. The modification helps to avoid a violation of first order stochastic dominance and makes the generalization to arbitrary outcome distributions easier...
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version of prospect theory gave rise to violations of first-order stochastic dominance. That is, prospect A might be preferred to prospect B even if the...
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features, such as holding right preferences in face of first order stochastic dominance, risk averseness for logarithmic utilities and the ability to explain...
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models involved violations of first-order stochastic dominance. In prospect theory, violations of dominance were avoided by the introduction of an 'editing'...
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theorem – every partial order is contained in some total order. Stochastic dominance – Partial order between random variables Strict weak ordering – strict...
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and Economics Machine learning § Applications Marginal conditional stochastic dominance, a way of showing that a portfolio is not efficient Merton's portfolio...
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likelihood method which leads to the problem of isotonic regression. Stochastic dominance-based rough sets can also be regarded as a sort of variable-consistency...
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"weak buyer" under the assumption of conditional stochastic dominance (first-order stochastic dominance for every right-truncated value distribution). Another...
39 KB (5,361 words) - 10:45, 19 July 2024