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Titlebook: Statistical Decision Theory and Related Topics V; Shanti S. Gupta,James O. Berger Conference proceedings 1994 Springer Science+Business Me

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书目名称Statistical Decision Theory and Related Topics V
编辑Shanti S. Gupta,James O. Berger
视频video
图书封面Titlebook: Statistical Decision Theory and Related Topics V;  Shanti S. Gupta,James O. Berger Conference proceedings 1994 Springer Science+Business Me
描述The Fifth Purdue International Symposium on Statistical Decision The­ was held at Purdue University during the period of ory and Related Topics June 14-19,1992. The symposium brought together many prominent leaders and younger researchers in statistical decision theory and related areas. The format of the Fifth Symposium was different from the previous symposia in that in addition to the 54 invited papers, there were 81 papers presented in contributed paper sessions. Of the 54 invited papers presented at the sym­ posium, 42 are collected in this volume. The papers are grouped into a total of six parts: Part 1 - Retrospective on Wald‘s Decision Theory and Sequential Analysis; Part 2 - Asymptotics and Nonparametrics; Part 3 - Bayesian Analysis; Part 4 - Decision Theory and Selection Procedures; Part 5 - Probability and Probabilistic Structures; and Part 6 - Sequential, Adaptive, and Filtering Problems. While many of the papers in the volume give the latest theoretical developments in these areas, a large number are either applied or creative review papers.
出版日期Conference proceedings 1994
关键词Estimator; Likelihood; algorithm; decision theory; statistics
版次1
doihttps://doi.org/10.1007/978-1-4612-2618-5
isbn_softcover978-1-4612-7609-8
isbn_ebook978-1-4612-2618-5
copyrightSpringer Science+Business Media New York 1994
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Estimating Lifetime Distribution Under Different Sampling Plansion is used to construct probability models for incomplete lifetime data. Nonparametric estimation of the lifetime distribution is discussed. Our formulation unifies many existing results in censoring, truncation, length bias and missing value problems.
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Estimating the Mixing Density of a Mixture of Power Series Distributions we consider the problem of estimating the mixing density of the mixture distribution. A mixing density kernel estimator is proposed which, under mild assumptions, has 1/log . as an upper bound for its rate of convergence to the true density under squared error loss. It is also shown that the optima
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On Robust Estimation In Case-Control Studies with Errors in Covariatesis an unobserved continuous random variable, and instead a surrogate . is observed with nondifferential measurement error. The asymptotic theory of the estimates is derived, and consistent standard error estimates obtained. An illustrative example shows that the adverse effects of outliers upon stan
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Applications and Limitations of Robust Bayesian Bounds and Type II MLE of an automatic Ockham’s Razor, outlier detection, and analysis of weighted distributions. Limitations of robust Bayesian bounds are highlighted through examples that include analysis of a paranormal experiment and a hierarchical model. This last example shows a disturbing difference between actual
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Using Historical Controls in Clinical Trials: Application to ECMOsider merging historical information with data from a clinical trial. The goal is to ascertain treatment effect in the patient population of the clinical trial. We develop a method that uses patient characteristics and partially discounts the historical data. The result is a probability distribution
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A Geometric Solution of the Bayesian ,-Optimal Design Problement conditions are given such that the Bayesian .-optimal design and the classical .-optimal design (without the assumption of a prior distribution for the parameter vector) are supported at the same set of points or are identical. If the minimum eigenvalue of the classical .-optimal information mat
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