Statistical Theory and Inference

Statistical Theory and Inference by David Olive Preprint M-02-006 Copyright May 2014

Webpage for Olive, D.J. (2014), Statistical Theory and Inference, Springer, New York, NY. If you wish to contact the author, click here. The complete text is in the file infnotes.pdf.
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	errata.pdf	sipack.txt	sidata.txt

Table of Contents	Pages	PDF
Preface	i-xii
Chapter 1-Probability and Expectations	1-28
Chapter 2-Multivariate Distributions and Transformations	29-80
Chapter 3-Exponential Families	81-100
Chapter 4-Sufficient Statistics	101-128
Chapter 5-Point Estimation	129-156
Chapter 6-UMVUES and the FCRLB	157-182
Chapter 7-Testing Statistical Hypotheses	183-214
Chapter 8-Large Sample Theory	215-256
Chapter 9-Confidence Intervals	257-290
Chapter 10-Some Useful Distributions	291-358
Chapter 11-Bayesian Methods	359-372
Chapter 12-Stuff for Students	373-413
Bibliography	415-427

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