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Author : Jiunn Tzon Hwang
Publisher :
ISBN 13 :
Total Pages : 88 pages
Book Rating : 4.:/5 (586 download)
Download or read book Improving upon inadmissible estimators in discrete exponential families written by Jiunn Tzon Hwang and published by . This book was released on 1979 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : James O. Berger
Publisher :
ISBN 13 :
Total Pages : 39 pages
Book Rating : 4.:/5 (897 download)
Download or read book Improving on inadmissible estimators in continuous exponential families with applications to simultaneous estimation of gamma scale parameters written by James O. Berger and published by . This book was released on 1978 with total page 39 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Kam Wah TSU
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (119 download)
Download or read book DIFFERENCE INEQUALITIES AND INADMISSIBILITY OF THE USUAL ESTIMATOR IN MULTIPARAMETER ESTIMATION OF DISCRETE EXPONENTIAL FAMILIES written by Kam Wah TSU and published by . This book was released on 1981 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Kurt Hoffmann
Publisher : Springer
ISBN 13 :
Total Pages : 184 pages
Book Rating : 4.3/5 (91 download)
Download or read book Improved Estimation of Distribution Parameters: Stein-Type Estimators written by Kurt Hoffmann and published by Springer. This book was released on 1992-02 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Claudio Sossai
Publisher : Springer
ISBN 13 : 364202906X
Total Pages : 951 pages
Book Rating : 4.6/5 (42 download)
Download or read book Symbolic and Quantitative Approaches to Reasoning with Uncertainty written by Claudio Sossai and published by Springer. This book was released on 2009-06-05 with total page 951 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2009, held in Verona, Italy, July 1-3, 2009. There are 76 revised full papers presented together with 3 invited lectures by three outstanding researchers in the area. All papers were carefully reviewed and selected from 118 submissions for inclusion in the book. The papers are organized in topical sections on algorithms for uncertain inference, argumentation systems, Bayesian networks, Belief functions, Belief revision and inconsistency handling, classification and clustering, conditioning, independence, inference, default reasoning, foundations of reasoning, decision making under uncertainty, Fuzzy sets and Fuzzy logic, implementation and application of uncertain systems, logics for reasoning under uncertainty, Markov decision process, and Mathematical Fuzzy Logic.
Author : Lawrence D. Brown
Publisher : IMS
ISBN 13 : 9780940600102
Total Pages : 302 pages
Book Rating : 4.6/5 (1 download)
Download or read book Fundamentals of Statistical Exponential Families written by Lawrence D. Brown and published by IMS. This book was released on 1986 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Yonina C. Eldar
Publisher : Now Publishers Inc
ISBN 13 : 1601981309
Total Pages : 159 pages
Book Rating : 4.6/5 (19 download)
Download or read book Rethinking Biased Estimation written by Yonina C. Eldar and published by Now Publishers Inc. This book was released on 2008 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rethinking Biased Estimation discusses methods to improve the accuracy of unbiased estimators used in many signal processing problems. At the heart of the proposed methodology is the use of the mean-squared error (MSE) as the performance criteria. One of the prime goals of statistical estimation theory is the development of performance bounds when estimating parameters of interest in a given model, as well as constructing estimators that achieve these limits. When the parameters to be estimated are deterministic, a popular approach is to bound the MSE achievable within the class of unbiased estimators. Although it is well-known that lower MSE can be obtained by allowing for a bias, in applications it is typically unclear how to choose an appropriate bias. Rethinking Biased Estimation introduces MSE bounds that are lower than the unbiased Cramer-Rao bound (CRB) for all values of the unknowns. It then presents a general framework for constructing biased estimators with smaller MSE than the standard maximum-likelihood (ML) approach, regardless of the true unknown values. Specializing the results to the linear Gaussian model, it derives a class of estimators that dominate least-squares in terms of MSE. It also introduces methods for choosing regularization parameters in penalized ML estimators that outperform standard techniques such as cross validation.
Author : University of Wisconsin--Madison. Department of Statistics
Publisher :
ISBN 13 :
Total Pages : 476 pages
Book Rating : 4.:/5 (891 download)
Download or read book Technical Report written by University of Wisconsin--Madison. Department of Statistics and published by . This book was released on 1972 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Bernhard Schölkopf
Publisher : MIT Press
ISBN 13 : 0262195682
Total Pages : 1668 pages
Book Rating : 4.2/5 (621 download)
Download or read book Advances in Neural Information Processing Systems 19 written by Bernhard Schölkopf and published by MIT Press. This book was released on 2007 with total page 1668 pages. Available in PDF, EPUB and Kindle. Book excerpt: The annual Neural Information Processing Systems (NIPS) conference is the flagship meeting on neural computation and machine learning. This volume contains the papers presented at the December 2006 meeting, held in Vancouver.
Author : D. A. Ralescu
Publisher :
ISBN 13 :
Total Pages : 140 pages
Book Rating : 4.:/5 (227 download)
Download or read book Admissibility of Estimators in the One Parameter Exponential Family and in Multivariate Location Problems written by D. A. Ralescu and published by . This book was released on 1980 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are concerned with problems related to admissibility and minimaxity of estimators in the one parameter exponential family, and with classes of estimators which improve upon the best invariant estimator in multivariate location problems (dimensions p> or =3). In connection with admissibility problems we give sufficient conditions for the admissibility of nonlinear estimators (aX + b)/(Cx + d) in estimating an arbitrary function g(theta) with quadratic loss.
Author : James O. Berger
Publisher : Springer Science & Business Media
ISBN 13 : 147574286X
Total Pages : 633 pages
Book Rating : 4.4/5 (757 download)
Download or read book Statistical Decision Theory and Bayesian Analysis written by James O. Berger and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 633 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this new edition the author has added substantial material on Bayesian analysis, including lengthy new sections on such important topics as empirical and hierarchical Bayes analysis, Bayesian calculation, Bayesian communication, and group decision making. With these changes, the book can be used as a self-contained introduction to Bayesian analysis. In addition, much of the decision-theoretic portion of the text was updated, including new sections covering such modern topics as minimax multivariate (Stein) estimation.
Author : Christian P. Robert
Publisher : Springer Science & Business Media
ISBN 13 : 1475743149
Total Pages : 444 pages
Book Rating : 4.4/5 (757 download)
Download or read book The Bayesian Choice written by Christian P. Robert and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: This graduate-level textbook covers both the basic ideas of statistical theory, and also some of the more modern and advanced topics of Bayesian statistics, such as complete class theorems, the Stein effect, hierarchical and empirical Bayes modelling, Monte Carlo integration, and Gibbs sampling. In translating the book from the original French, the author has taken the opportunity to add and update material, and to include many problems and exercises for students.
Author : Western Management Science Institute
Publisher :
ISBN 13 :
Total Pages : 332 pages
Book Rating : 4.:/5 ( download)
Download or read book Working Paper written by Western Management Science Institute and published by . This book was released on 1983 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Erich L. Lehmann
Publisher : Springer Science & Business Media
ISBN 13 : 0387227288
Total Pages : 610 pages
Book Rating : 4.3/5 (872 download)
Download or read book Theory of Point Estimation written by Erich L. Lehmann and published by Springer Science & Business Media. This book was released on 2006-05-02 with total page 610 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second, much enlarged edition by Lehmann and Casella of Lehmann's classic text on point estimation maintains the outlook and general style of the first edition. All of the topics are updated, while an entirely new chapter on Bayesian and hierarchical Bayesian approaches is provided, and there is much new material on simultaneous estimation. Each chapter concludes with a Notes section which contains suggestions for further study. This is a companion volume to the second edition of Lehmann's "Testing Statistical Hypotheses".
Author : North-Holland Publishing Company
Publisher :
ISBN 13 :
Total Pages : 894 pages
Book Rating : 4.3/5 (758 download)
Download or read book Journal of Statistical Planning and Inference written by North-Holland Publishing Company and published by . This book was released on 1986 with total page 894 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Martin Jacobsen
Publisher :
ISBN 13 :
Total Pages : 33 pages
Book Rating : 4.:/5 (477 download)
Download or read book Discrete Exponential Families: Deciding when the Maximum Likelihood Estimator Exists and is Unique written by Martin Jacobsen and published by . This book was released on 1988 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : H. Malcolm Hudson
Publisher :
ISBN 13 :
Total Pages : 46 pages
Book Rating : 4.1/5 (677 download)
Download or read book A Natural Identity for Exponential Families with Applications in Multiparameter Estimation written by H. Malcolm Hudson and published by . This book was released on 1977 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt:
