Statistical Theory and Statistical Inference

A Course in Statistical Theory by David Olive Preprint M-02-006 Copyright August 2005, Dec. 2012

Course notes for statistical inference. This manuscript is unfinished. Revisions are ongoing. The .PDF version below is as of Dec. 2012. 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-x	cont
Chapter 1-Probability and Expectations	1-30	ch1
Chapter 2-Multivariate Distributions and Transformations	31-91	ch2
Chapter 3-Exponential Families	92-113	ch3
Chapter 4-Sufficient Statistics	114-146	ch4
Chapter 5-Point Estimation	147-177	ch5
Chapter 6-UMVUES and the FCRLB	178-204	ch6
Chapter 7-Testing Statistical Hypotheses	205-232	ch7
Chapter 8-Large Sample Theory	233-279	ch8
Chapter 9-Confidence Intervals	280-318	ch9
Chapter 10-Some Useful Distributions	319-392	ch10
Chapter 11-Stuff for Students	393-434	ch11
Bibliography	435-456	bib

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