Statistical Theory and Statistical Inference

A Course in Statistical Theory by David Olive Preprint M-02-006 Copyright August 2005, May 2008

Course notes for statistical inference. This manuscript is unfinished. Revisions are ongoing. The .PDF version below is as of May 2008. 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	174-196	ch6
Chapter 7-Testing Statistical Hypotheses	197-219	ch7
Chapter 8-Large Sample Theory	220-264	ch8
Chapter 9-Confidence Intervals	265-292	ch9
Chapter 10-Some Useful Distributions	293-355	ch10
Chapter 11-Stuff for Students	356-384	ch11
Bibliography	385-409	bib

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