UID:
almahu_9949462256202882
Umfang:
1 online resource (597 p.) :
,
Num. figs. 1 frontispiece
ISBN:
9783110208535
,
9783110238570
Serie:
De Gruyter Textbook
Inhalt:
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.
Anmerkung:
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
,
Mode of access: Internet via World Wide Web.
,
In English.
In:
DGBA Backlist Complete English Language 2000-2014 PART1, De Gruyter, 9783110238570
In:
DGBA Backlist Mathematics 2000-2014 (EN), De Gruyter, 9783110238471
In:
DGBA Mathematics - 2000 - 2014, De Gruyter, 9783110637205
In:
E-BOOK GESAMTPAKET / COMPLETE PACKAGE 2009, De Gruyter, 9783110219517
In:
E-BOOK PACKAGE ENGLISH LANGUAGES TITLES 2009, De Gruyter, 9783110219524
In:
E-BOOK PAKET SCIENCE TECHNOLOGY AND MEDICINE 2009, De Gruyter, 9783110219463
Weitere Ausg.:
ISBN 9783110208528
Sprache:
Englisch
DOI:
10.1515/9783110208535
URL:
https://doi.org/10.1515/9783110208535
URL:
https://www.degruyter.com/isbn/9783110208535
