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
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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