| Unbiased Estimators and Their Applications: Volume 2: Multivariate Case Contributor(s): Voinov, V. G. (Author), Nikulin, M. S. (Author) |
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ISBN: 9048146763 ISBN-13: 9789048146765 Publisher: Springer OUR PRICE: $161.49 Product Type: Paperback - Other Formats Published: December 2010 |
| Additional Information |
| BISAC Categories: - Mathematics | Probability & Statistics - General - Mathematics | Combinatorics - Technology & Engineering | Civil - General |
| Dewey: 519.544 |
| Series: Mathematics and Its Applications |
| Physical Information: 0.58" H x 6.14" W x 9.21" (0.86 lbs) 262 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |