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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Superior document: | Title is part of eBook package: De Gruyter DGBA Backlist Complete English Language 2000-2014 PART1 |
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Place / Publishing House: | Berlin ;, Boston : : De Gruyter, , [2009] ©2009 |
Year of Publication: | 2009 |
Language: | English |
Series: | De Gruyter Textbook
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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