Statistical Theory : a Concise Introduction.

Introduction Preamble Likelihood Sufficiency Minimal sufficiency Completeness Exponential family of distributionsPoint Estimation Introduction Maximum likelihood estimation Method of moments Method of least squares Goodness-of-estimation. Mean squared error. Unbiased estimationConfidence Intervals,...

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Bibliographic Details
Main Authors:	Abramovich, Felix (Author), Ritov, Ya'acov, 1951- (Author)
Corporate Author:	Taylor & Francis
Format:	eBook
Language:	English
Published:	New York : CRC Press, 2013.
Series:	Chapman & Hall/CRC Texts in Statistical Science
Subjects:	Probabilities > Textbooks. Statistics > Textbooks. MATHEMATICS > Applied. MATHEMATICS > Probability & Statistics > General. MATHEMATICS / Probability & Statistics / General MATHEMATICS / Probability & Statistics / Bayesian Analysis Electronic books.
Online Access:	Connect to the full text of this electronic book Connect to the full text of this electronic book

Table of Contents:

Front Cover; Contents; List of Figures; List of Tables; Preface; Chapter 1. Introduction; Chapter 2. Point Estimation; Chapter 3. Confidence Intervals, Bounds, and Regions; Chapter 4. Hypothesis Testing; Chapter 5. Asymptotic Analysis; Chapter 6. Bayesian Inference; Chapter 7. Elements of Statistical Decision Theory; Chapter 8. Linear Models; Appendix A. Probabilistic Review; Appendix B. Solutions of Selected Exercises; Bibliography; Index; Back Cover.