Wiebe R. Pestman

Mathematical Statistics

• Gebundenes Buch

Produktbeschreibung

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.
Updated, completeSolutions Manual available on request
Prerequisites from measure theory and linear algebra are presented.

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Produktdetails

• De Gruyter Textbook
• Verlag: De Gruyter
• 2nd ed.
• Seitenzahl: 608
• Erscheinungstermin: 20. April 2009
• Englisch
• Abmessung: 246mm x 175mm x 43mm
• Gewicht: 1246g
• ISBN-13: 9783110208528
• ISBN-10: 3110208520
• Artikelnr.: 25550836

Autorenporträt

Wiebe R. Pestman, University of Utrecht, The Netherlands.

Inhaltsangabe

Frontmatter -- Preface -- Table of contents -- Chapter 1. Probability Theory -- Chapter 2. Statistics and their distributions, estimation theory -- Chapter 3. Hypothesis testing -- Chapter 4. Simple regression analysis -- Chapter 5. Normal analysis of variance -- Chapter 6. Non-parametric methods -- Chapter 7. Stochastic analysis and its applications in statistics -- Chapter 8. Vectorial statistics -- Statistical tables