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Unbiased Estimators and Their Applications: Volume 2: Multivariate Case

Unbiased Estimators and Their Applications: Volume 2: Multivariate Case

Hardcover

Series: Mathematics and Its Applications, Book 362

Technology & EngineeringGeneral MathematicsProbability & Statistics

ISBN10: 0792339398
ISBN13: 9780792339397
Publisher: Springer Nature
Published: Jan 31 1996
Pages: 262
Weight: 1.24
Height: 0.69 Width: 6.14 Depth: 9.21
Language: English
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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