Multivariate case

By (author) Voinov, V.G.; By (author) Nikulin, M. S.

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.

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[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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この本の情報

書名 Multivariate case
著作者等 Nikulin, M. S.
Voinov, V. G.
Nikulin M. S.
Voinov V.G.
書名別名 Nesmeshchennye ot︠s︡enki i ikh primenenii︠a︡
シリーズ名 Mathematics and its applications
出版元 Kluwer Academic Publishers
刊行年月 c1996
ページ数 ix, 262 p.
大きさ 25 cm
ISBN 0792339398
NCID BA2762353X
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言語 英語
原文言語 ロシア語
出版国 オランダ
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