Statistical Theory and Inference
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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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Table of Contents |
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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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