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
Online Access:
Physical Description:1 online resource (597 p.) :; Num. figs. 1 frontispiece
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100 1 |a Pestman, Wiebe R.,   |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |a Mathematical Statistics /  |c Wiebe R. Pestman. 
264 1 |a Berlin ;  |a Boston :   |b De Gruyter,   |c [2009] 
264 4 |c ©2009 
300 |a 1 online resource (597 p.) :  |b Num. figs. 1 frontispiece 
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490 0 |a De Gruyter Textbook 
505 0 0 |t Frontmatter --   |t Contents --   |t Chapter I. Probability theory --   |t Chapter II. Statistics and their probability distributions, estimation theory --   |t Chapter III. Hypothesis tests --   |t Chapter IV. Simple regression analysis --   |t Chapter V. Normal analysis of variance --   |t Chapter VI. Non-parametric methods --   |t Chapter VII. Stochastic analysis and its applications in statistics --   |t Chapter VIII. Vectorial statistics --   |t Appendix A. Lebesgue’s convergence theorems --   |t Appendix B. Product measures --   |t Appendix C. Conditional probabilities --   |t Appendix D. The characteristic function of the Cauchy distribution --   |t Appendix E. Metric spaces, equicontinuity --   |t Appendix F. The Fourier transform and the existence of stoutly tailed distributions --   |t Backmatter 
506 0 |a restricted access  |u http://purl.org/coar/access_right/c_16ec  |f online access with authorization  |2 star 
520 |a 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 of stochastic analysis in modern statistics, e.g., Kolmogorov-Smirnov testing, smoothing techniques, robustness and density estimation. For students with some elementary mathematical background. With many exercises. Prerequisites from measure theory and linear algebra are presented. 
538 |a Mode of access: Internet via World Wide Web. 
546 |a In English. 
588 0 |a Description based on online resource; title from PDF title page (publisher's Web site, viewed 29. Nov 2021) 
650 4 |a Regression. 
650 4 |a Statistik. 
650 4 |a Statistischer Test. 
650 4 |a Varianzanalyse. 
650 4 |a Wahrscheinlichkeitsrechnung. 
650 7 |a MATHEMATICS / Probability & Statistics / General.  |2 bisacsh 
653 |a Probability Theory. 
653 |a Regression Analysis. 
653 |a Statistical Testing. 
653 |a Statistics. 
653 |a Variance Analysis. 
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773 0 8 |i Title is part of eBook package:  |d De Gruyter  |t DGBA Mathematics - 2000 - 2014  |z 9783110637205  |o ZDB-23-GMA 
773 0 8 |i Title is part of eBook package:  |d De Gruyter  |t E-BOOK GESAMTPAKET / COMPLETE PACKAGE 2009  |z 9783110219517  |o ZDB-23-DGG 
773 0 8 |i Title is part of eBook package:  |d De Gruyter  |t E-BOOK PACKAGE ENGLISH LANGUAGES TITLES 2009  |z 9783110219524 
773 0 8 |i Title is part of eBook package:  |d De Gruyter  |t E-BOOK PAKET SCIENCE TECHNOLOGY AND MEDICINE 2009  |z 9783110219463  |o ZDB-23-DMN 
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