Examples and Problems in Mathematical Statistics

Autor: Shelemyahu Zacks

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Legare: Copertă tare

Editura: John Wiley & Sons Inc

Disponibilitate: În depozitul extern

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This book presents examples that illustrate the theory of mathematical statistics and details how to...

Informații despre carte

Autor

Shelemyahu Zacks

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2014

Pagini

652

EAN

9781118605509

ISBN

1118605500

Enbook ID

04951775

Editura

John Wiley & Sons Inc

Greutate

1050

Dimensiuni

160 x 246 x 34

Descriere completă

This book presents examples that illustrate the theory of mathematical statistics and details how to apply the methods for solving problems. While other books on the topic contain problems and exercises, they do not focus on problem solving. This book fills an important niche in the statistical theory literature by providing a theory/example/problem approach. Each chapter is divided into four parts: Part I provides the needed theory so readers can become familiar with the concepts, notations, and proven results; Part II presents examples from a variety of fields including engineering, mathematics, and statistics; Part III contains the problems for solutions; and Part IV features selected problems with solutions. Within the book's nine chapters, the authors provides 200 examples and over 300 problems, and solutions are provided for approximately 10% of the problems. Chapter coverage includes: Basic Probability Theory; Statistical Distributions; Sufficient Statistics and Information in Samples; Testing Statistical Hypothesis; Statistical Estimation; Confidence and Tolerance Intervals; Large Sample Theory for Estimation and Testing; Bayesian Analysis in Testing and Estimation; and Advanced Topics in Estimation Theory.

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