Mathematical Statistics
| Autor: | Wiebe R. Pestman |
|---|---|
| EAN: | 9783110208535 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 26.03.2009 |
| Kategorie: | |
| Schlagworte: | Regression Statistics; Probability Theory; Statistical Testing; Regression Analysis; Variance Analysis Statistik Statistischer Test Varianzanalyse Wahrscheinlichkeitsrechnung |
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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.
Wiebe R. Pestman, University of Utrecht, The Netherlands.
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