書誌事項

Multivariate case

(Mathematics and its applications, v. 362 . Unbiased estimators and their applications / by V.G. Voinov and M.S. Nikulin ; v. 2)

Kluwer Academic Publishers, c1996

タイトル別名

Nesmeshchennye ot︠s︡enki i ikh primenenii︠a︡

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注記

Translation of: Nesmeshchennye otsenki i ikh primeneniia

内容説明・目次

内容説明

This volume is a continuation of Unbiased Estimators and Their Applications, Vol. I: Univariate Case. It contains problems of parametric point estimation for multivariate probability distributions emphasizing problems of unbiased estimation. The volume consists of four chapters dealing, respectively, with some basic properties of multivariate continuous and discrete distributions, the general theory of point estimation in multivariate case, techniques for constructing unbiased estimators and applications of unbiased estimation theory in the multivariate case. These chapters contain numerous examples, many applications and are followed by a comprehensive Appendix which classifies and lists, in the form of tables, all known results relating to unbiased estimators of parameter functions for multivariate distributions. Audience: This volume will serve as a handbook on point unbiased estimation for researchers whose work involves statistics. It can also be recommended as a supplementary text for undergraduate and graduate students.

目次

Preface. 1. Basic Remarks on Multivariate Probability Distributions. 2. Elements of the Theory of Point Statistical Estimation in the Multivariate Case. 3. Techniques for Constructing Unbiased Estimators. 4. Applications of Unbiased Estimators. Appendix 1. Tables of Unbiased Estimators. Appendix 2. On Evaluating Some Multivariable Integrals. Appendix 3. Partitions and Some Multivariable Statistical Problems. References. Subject Index. Author Index.

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詳細情報

  • NII書誌ID(NCID)
    BA2762353X
  • ISBN
    • 0792339398
  • LCCN
    93022145
  • 出版国コード
    ne
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 原本言語コード
    rus
  • 出版地
    Dordrecht ; Boston
  • ページ数/冊数
    ix, 262 p.
  • 大きさ
    25 cm
  • 分類
  • 件名
  • 親書誌ID
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