DIFFERENCE INEQUALITIES AND INADMISSIBILITY OF THE USUAL ESTIMATOR IN MULTIPARAMETER ESTIMATION OF DISCRETE EXPONENTIAL FAMILIES

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ISBN 13 :
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Book Rating : 4.:/5 (119 download)

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Book Synopsis DIFFERENCE INEQUALITIES AND INADMISSIBILITY OF THE USUAL ESTIMATOR IN MULTIPARAMETER ESTIMATION OF DISCRETE EXPONENTIAL FAMILIES by : Kam Wah TSU

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:

A Natural Identity for Exponential Families with Applications in Multiparameter Estimation

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ISBN 13 :
Total Pages : 46 pages
Book Rating : 4.1/5 (677 download)

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Book Synopsis A Natural Identity for Exponential Families with Applications in Multiparameter Estimation by : H. Malcolm Hudson

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:

Improved Estimation of Distribution Parameters: Stein-Type Estimators

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Publisher : Springer
ISBN 13 :
Total Pages : 184 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Improved Estimation of Distribution Parameters: Stein-Type Estimators by : Kurt Hoffmann

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:

Technical Report

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ISBN 13 :
Total Pages : 418 pages
Book Rating : 4.:/5 (891 download)

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Book Synopsis Technical Report by : University of Wisconsin--Madison. Department of Statistics

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 418 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Improving upon inadmissible estimators in discrete exponential families

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ISBN 13 :
Total Pages : 88 pages
Book Rating : 4.:/5 (586 download)

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Book Synopsis Improving upon inadmissible estimators in discrete exponential families by : Jiunn Tzon Hwang

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:

Monthly Checklist of State Publications

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ISBN 13 :
Total Pages : 684 pages
Book Rating : 4.3/5 (126 download)

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Book Synopsis Monthly Checklist of State Publications by : Library of Congress. Exchange and Gift Division

Download or read book Monthly Checklist of State Publications written by Library of Congress. Exchange and Gift Division and published by . This book was released on 1984-07 with total page 684 pages. Available in PDF, EPUB and Kindle. Book excerpt: June and Dec. issues contain listings of periodicals.

Discrete Exponential Families: Deciding when the Maximum Likelihood Estimator Exists and is Unique

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ISBN 13 :
Total Pages : 33 pages
Book Rating : 4.:/5 (477 download)

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Book Synopsis Discrete Exponential Families: Deciding when the Maximum Likelihood Estimator Exists and is Unique by : Martin Jacobsen

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:

Estimation in the Multiparameter Exponential Family: Admissibility and Inadmissibility Results

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ISBN 13 :
Total Pages : 33 pages
Book Rating : 4.:/5 (123 download)

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Book Synopsis Estimation in the Multiparameter Exponential Family: Admissibility and Inadmissibility Results by : University of Pittsburgh. Center for Multivariate Analysis

Download or read book Estimation in the Multiparameter Exponential Family: Admissibility and Inadmissibility Results written by University of Pittsburgh. Center for Multivariate Analysis and published by . This book was released on 1984 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Improving on inadmissible estimators in continuous exponential families with applications to simultaneous estimation of gamma scale parameters

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ISBN 13 :
Total Pages : 39 pages
Book Rating : 4.:/5 (897 download)

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Book Synopsis Improving on inadmissible estimators in continuous exponential families with applications to simultaneous estimation of gamma scale parameters by : James O. Berger

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:

All of Statistics

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Publisher : Springer Science & Business Media
ISBN 13 : 0387217363
Total Pages : 446 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis All of Statistics by : Larry Wasserman

Download or read book All of Statistics written by Larry Wasserman and published by Springer Science & Business Media. This book was released on 2013-12-11 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: Taken literally, the title "All of Statistics" is an exaggeration. But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics. This book is for people who want to learn probability and statistics quickly. It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines. The book includes modern topics like non-parametric curve estimation, bootstrapping, and classification, topics that are usually relegated to follow-up courses. The reader is presumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. Statistics, data mining, and machine learning are all concerned with collecting and analysing data.

Cumulative Index to IMS Scientific Journals, 1960-1989

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ISBN 13 :
Total Pages : 582 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Cumulative Index to IMS Scientific Journals, 1960-1989 by : Bruce E. Trumbo

Download or read book Cumulative Index to IMS Scientific Journals, 1960-1989 written by Bruce E. Trumbo and published by . This book was released on 1990 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Fundamentals of Statistical Exponential Families

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Publisher : IMS
ISBN 13 : 9780940600102
Total Pages : 302 pages
Book Rating : 4.6/5 (1 download)

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Book Synopsis Fundamentals of Statistical Exponential Families by : Lawrence D. Brown

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:

Shrinkage Estimation

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Publisher : Springer
ISBN 13 : 3030021858
Total Pages : 333 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Shrinkage Estimation by : Dominique Fourdrinier

Download or read book Shrinkage Estimation written by Dominique Fourdrinier and published by Springer. This book was released on 2018-11-27 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a coherent framework for understanding shrinkage estimation in statistics. The term refers to modifying a classical estimator by moving it closer to a target which could be known a priori or arise from a model. The goal is to construct estimators with improved statistical properties. The book focuses primarily on point and loss estimation of the mean vector of multivariate normal and spherically symmetric distributions. Chapter 1 reviews the statistical and decision theoretic terminology and results that will be used throughout the book. Chapter 2 is concerned with estimating the mean vector of a multivariate normal distribution under quadratic loss from a frequentist perspective. In Chapter 3 the authors take a Bayesian view of shrinkage estimation in the normal setting. Chapter 4 introduces the general classes of spherically and elliptically symmetric distributions. Point and loss estimation for these broad classes are studied in subsequent chapters. In particular, Chapter 5 extends many of the results from Chapters 2 and 3 to spherically and elliptically symmetric distributions. Chapter 6 considers the general linear model with spherically symmetric error distributions when a residual vector is available. Chapter 7 then considers the problem of estimating a location vector which is constrained to lie in a convex set. Much of the chapter is devoted to one of two types of constraint sets, balls and polyhedral cones. In Chapter 8 the authors focus on loss estimation and data-dependent evidence reports. Appendices cover a number of technical topics including weakly differentiable functions; examples where Stein’s identity doesn’t hold; Stein’s lemma and Stokes’ theorem for smooth boundaries; harmonic, superharmonic and subharmonic functions; and modified Bessel functions.

Theory of Point Estimation

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Publisher : Springer
ISBN 13 :
Total Pages : 536 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Theory of Point Estimation by : Erich L. Lehmann

Download or read book Theory of Point Estimation written by Erich L. Lehmann and published by Springer. This book was released on 1991-06-27 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is concerned with point estimation in Euclidean sample spaces. The first four chapters deal with exact (small-sample) theory, and their approach and organization parallel those of the companion volume, Testing Statistical Hypotheses (TSH). Optimal estimators are derived accord ing to criteria such as unbiasedness, equivariance, and minimaxity, and the material is organized around these criteria. The principal applications are to exponential and group families, and the systematic discussion of the rich body of (relatively simple) statistical problems that fall under these headings constitutes a second major theme of the book. A theory of much wider applicability is obtained by adopting a large sample approach. The last two chapters are therefore devoted to large-sam ple theory, with Chapter 5 providing a fairly elementary introduction to asymptotic concepts and tools. Chapter 6 establishes the asymptotic ef ficiency, in sufficiently regular cases, of maximum likelihood and related estimators, and of Bayes estimators, and presents a brief introduction to the local asymptotic optimality theory of Hajek and LeCam. Even in these two chapters, however, attention is restricted to Euclidean sample spaces, so that estimation in sequential analysis, stochastic processes, and function spaces, in particular, is not covered.

A Comparison of the Bayesian and Frequentist Approaches to Estimation

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Publisher : Springer Science & Business Media
ISBN 13 : 1441959416
Total Pages : 235 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis A Comparison of the Bayesian and Frequentist Approaches to Estimation by : Francisco J. Samaniego

Download or read book A Comparison of the Bayesian and Frequentist Approaches to Estimation written by Francisco J. Samaniego and published by Springer Science & Business Media. This book was released on 2010-06-14 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main theme of this monograph is “comparative statistical inference. ” While the topics covered have been carefully selected (they are, for example, restricted to pr- lems of statistical estimation), my aim is to provide ideas and examples which will assist a statistician, or a statistical practitioner, in comparing the performance one can expect from using either Bayesian or classical (aka, frequentist) solutions in - timation problems. Before investing the hours it will take to read this monograph, one might well want to know what sets it apart from other treatises on comparative inference. The two books that are closest to the present work are the well-known tomes by Barnett (1999) and Cox (2006). These books do indeed consider the c- ceptual and methodological differences between Bayesian and frequentist methods. What is largely absent from them, however, are answers to the question: “which - proach should one use in a given problem?” It is this latter issue that this monograph is intended to investigate. There are many books on Bayesian inference, including, for example, the widely used texts by Carlin and Louis (2008) and Gelman, Carlin, Stern and Rubin (2004). These books differ from the present work in that they begin with the premise that a Bayesian treatment is called for and then provide guidance on how a Bayesian an- ysis should be executed. Similarly, there are many books written from a classical perspective.

Theory of Point Estimation

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Publisher : Springer Science & Business Media
ISBN 13 : 0387227288
Total Pages : 610 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Theory of Point Estimation by : Erich L. Lehmann

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".

Theoretical Statistics

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Publisher : Springer Science & Business Media
ISBN 13 : 0387938397
Total Pages : 543 pages
Book Rating : 4.3/5 (879 download)

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Book Synopsis Theoretical Statistics by : Robert W. Keener

Download or read book Theoretical Statistics written by Robert W. Keener and published by Springer Science & Business Media. This book was released on 2010-09-08 with total page 543 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intended as the text for a sequence of advanced courses, this book covers major topics in theoretical statistics in a concise and rigorous fashion. The discussion assumes a background in advanced calculus, linear algebra, probability, and some analysis and topology. Measure theory is used, but the notation and basic results needed are presented in an initial chapter on probability, so prior knowledge of these topics is not essential. The presentation is designed to expose students to as many of the central ideas and topics in the discipline as possible, balancing various approaches to inference as well as exact, numerical, and large sample methods. Moving beyond more standard material, the book includes chapters introducing bootstrap methods, nonparametric regression, equivariant estimation, empirical Bayes, and sequential design and analysis. The book has a rich collection of exercises. Several of them illustrate how the theory developed in the book may be used in various applications. Solutions to many of the exercises are included in an appendix.