Mathematical Statistics - An Introduction (Hardcover)

This book provides a first introduction to mathematical statistics. The text arose from a series of lectures given at the University of Nijmegen (Holland) and is intended for students who already have some basic mathematical background. The text covers compulsory fundamental topics like estimation theory, sufficiency, hypothesis testing, analysis of variance, and non-parametric methods. Moreover, there are also introductory sections about the Kolmogorov-Smirnov test, von Mises differentiation, influence functions, robustness, metrics on sets of distribution functions, smoothing techniques, bootstrap methods, and density estimation. The final chapters of the book contains a first course in vectorial statistics and multiple regression analysis. As a rule, theorems are proved in a mathematically rigorous way. Many examples and exercises are included. There is an accompanying volume, in which completely worked through solutions to all exercises can be found. Both books are very suitable for self-study.

General

Imprint:	Walter De Gruyter Inc
Country of origin:	Germany
Series:	De Gruyter Textbook
Release date:	March 1998
Authors:	Wiebe R. Pestman
Dimensions:	240 x 170mm (L x W)
Format:	Hardcover
Pages:	554
ISBN-13:	978-3-11-015357-6
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics
LSN:	3-11-015357-2
Barcode:	9783110153576

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