Unbiased Estimators and Their Applications: Volume 1: Univariate Case V.G. Voinov

ISBN: 9780792323822

Published: August 31st 1993

Hardcover

524 pages


Description

Unbiased Estimators and Their Applications: Volume 1: Univariate Case  by  V.G. Voinov

Unbiased Estimators and Their Applications: Volume 1: Univariate Case by V.G. Voinov
August 31st 1993 | Hardcover | PDF, EPUB, FB2, DjVu, audiobook, mp3, ZIP | 524 pages | ISBN: 9780792323822 | 10.56 Mb

Statistical inferential methods are widely used in the study of various physical, biological, social, and other phenomena. Parametric estimation is one such method. Although there are many books which consider problems of statistical pointMoreStatistical inferential methods are widely used in the study of various physical, biological, social, and other phenomena. Parametric estimation is one such method. Although there are many books which consider problems of statistical point estimation, this volume is the first to be devoted solely to the problem of unbiased estimation.

It contains three chapters dealing, respectively, with the theory of point statistical estimation, techniques for constructing unbiased estimators, and applications of unbiased estimation theory. These chapters are followed by a comprehensive appendix which classifies and lists, in the form of tables, all known results relating to unbiased estimators of parameters for univariate distributions. About one thousand minimum variance unbiased estimators are listed. The volume also contains numerous examples and exercises.

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 graduate students.



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