Mathematical Statistics: An Introduction (De Gruyter Textbook) - Softcover

Pestman, Wiebe R.

Softcover

ISBN 10: 3110153564 ISBN 13: 9783110153569

Publisher: Walter de Gruyter & Co, 1998

Synopsis

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.

About this title

About the Author

Wiebe R. Pestman, University of Utrecht, The Netherlands.

Edition details

• Publisher: Walter de Gruyter & Co
• Publication date: 1998
• Language: English
• ISBN 10: 3110153564
• ISBN 13: 9783110153569
• Binding: Paperback
• Number of pages: 556