Mathematical Statistics
| By: | Wiebe R. Pestman |
| Publisher: | De Gruyter |
| Print ISBN: | 9783110208528 |
| eText ISBN: | 9783110208535 |
| Edition: | 2 |
| Copyright: | 2009 |
| Format: | Page Fidelity |
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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.