Statistical Theory and Statistical Inference

A Course in Statistical Theory by David Olive Preprint M-02-006 Copyright August 2005, January 2009

Course notes for statistical inference. This manuscript is unfinished. Revisions are ongoing. The .PDF version below is as of January 2009. If you wish to contact the author, click here. The complete text is in the file infnotes.pdf.
	.PDF Version	R/Splus Programs	R/Splus Data
	infnotes.pdf	sipack.txt	sidata.txt

Table of Contents	Pages	PDF
Preface	i-ix	cont
Chapter 1-Probability and Expectations	1-29	ch1
Chapter 2-Multivariate Distributions and Transformations	30-90	ch2
Chapter 3-Exponential Families	91-112	ch3
Chapter 4-Sufficient Statistics	113-144	ch4
Chapter 5-Point Estimation	145-173	ch5
Chapter 6-UMVUES and the FCRLB	175-197	ch6
Chapter 7-Testing Statistical Hypotheses	198-221	ch7
Chapter 8-Large Sample Theory	222-266	ch8
Chapter 9-Confidence Intervals	267-296	ch9
Chapter 10-Some Useful Distributions	297-359	ch10
Chapter 11-Stuff for Students	360-388	ch11
Bibliography	389-413	bib

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