Mathematical Statistics /

Mathematical Statistics / / Wiebe R. Pestman.

This textbook provides a broad and solid introduction to mathematical statistics, including the classical subjects hypothesis testing, normal regression analysis, and normal analysis of variance. In addition, non-parametric statistics and vectorial statistics are considered, as well as applications...

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Bibliographic Details
Superior document:Title is part of eBook package: De Gruyter DGBA Backlist Complete English Language 2000-2014 PART1
VerfasserIn:
Pestman, Wiebe R.,
Place / Publishing House:Berlin ;, Boston : : De Gruyter, , [2009]
©2009
Year of Publication:2009
Language:English
Series:De Gruyter Textbook
Online Access:
Physical Description:1 online resource (597 p.) :; Num. figs. 1 frontispiece
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Table of Contents:
  • Frontmatter
  • Contents
  • Chapter I. Probability theory
  • Chapter II. Statistics and their probability distributions, estimation theory
  • Chapter III. Hypothesis tests
  • Chapter IV. Simple regression analysis
  • Chapter V. Normal analysis of variance
  • Chapter VI. Non-parametric methods
  • Chapter VII. Stochastic analysis and its applications in statistics
  • Chapter VIII. Vectorial statistics
  • Appendix A. Lebesgue’s convergence theorems
  • Appendix B. Product measures
  • Appendix C. Conditional probabilities
  • Appendix D. The characteristic function of the Cauchy distribution
  • Appendix E. Metric spaces, equicontinuity
  • Appendix F. The Fourier transform and the existence of stoutly tailed distributions
  • Backmatter

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