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Probability and Measure
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In this paper, the convergence of distributions is considered in the context of conditional probability, i.e., random variables and expected values, and the probability of a given distribution converging to a certain value.Abstract:
Probability. Measure. Integration. Random Variables and Expected Values. Convergence of Distributions. Derivatives and Conditional Probability. Stochastic Processes. Appendix. Notes on the Problems. Bibliography. List of Symbols. Index.read more
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Journal ArticleDOI
On the quality of service of failure detectors
TL;DR: This paper presents a novel failure detector scheme combined with control theory that can help in solving or optimizing some problems, and presents a new failure detector algorithm that provides a better QoS.
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Theory of multivariate statistics
Martin Bilodeau,David Brenner +1 more
TL;DR: Linear algebra as discussed by the authors, Gamma, Dirichlet, and F distributions, and Wishart distributions are used for linear algebra and linear algebra is used for robustness and robustness.
Journal ArticleDOI
Causal Parameters and Policy Analysis in Economics: A Twentieth Century Retrospective
TL;DR: The major contributions of twentieth century econometrics to knowledge were the definition of causal parameters within well-defined economic models in which agents are constrained by resources and markets and causes are interrelated, the analysis of what is required to recover causal parameters from data (the identification problem), and clarification of the role of causal parameter in policy evaluation and in forecasting the effects of policies never previously experienced as discussed by the authors.
Book ChapterDOI
F-race and iterated F-race: An overview
TL;DR: This chapter reviews F-Race, a racing algorithm for the task of automatic algorithm configuration based on a statistical approach for selecting the best configuration out of a set of candidate configurations under stochastic evaluations and discusses an extension of this algorithm, which leads to a family of algorithms that are called iterated F- race.
ReportDOI
The equity premium in retrospect
TL;DR: A critical review of the literature on the "equity premium puzzle" can be found in this paper, where the authors summarize the historical experience for the USA and other industrialized countries and details the intuition behind the discrepancy between model prediction and empirical data.