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
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  



Comments: Webmaster

Copyright © 2005, Board of Trustees, Southern Illinois University
Privacy Policy Last Updated