Introduction to the Theory of Statistical Inference

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... it provides in-depth explanations, complete with proofs, of how statistics works. ... The book has several user-friendly aspects. One is the use of eight example data sets to illustrate the theory throughout the text. This repeated use of the same examples allows readers to focus their energy on applying a theoretical point under discussion to a familiar example rather than having to first become acquainted with Read more...

Abstract: ... it provides in-depth explanations, complete with proofs, of how statistics works. ... The book has several user-friendly aspects. One is the use of eight example data sets to illustrate the theory throughout the text. This repeated use of the same examples allows readers to focus their energy on applying a theoretical point under discussion to a familiar example rather than having to first become acquainted with a new example. Another big help are the detailed solutions provided for the problems that appear at the end of each chapter. ... Also helpful: Theoretical or difficult material that can

Author(s): Liero, Hannelore; Zwanzig, Silvelyn
Series: Chapman & Hall/CRC Texts in Statistical Science
Publisher: CRC Press
Year: 2013

Language: English
Pages: 280
City: Hoboken
Tags: Математика;Теория вероятностей и математическая статистика;Математическая статистика;

Content: List of Figures
List of Tables
Preface
Chapter 1. Introduction
Chapter 2. Statistical Model
Chapter 3. Inference Principles
Chapter 4. Estimation
Chapter 5. Testing Hypotheses
Chapter 6. Linear Model
Chapter 7. Solutions
Bibliography