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Theory of Statistics

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Author(s): James E. Gentle
Publisher: James E. Gentle
Year: 2013

Language: English
Commentary: Notes on: http://mason.gmu.edu/~jgentle/csi9723/
Pages: 917

1. Probability Theory
2. Distribution Theory and Statistical Models
3. Basic Statistical Theory
4. Bayesian Inference
5. Unbiased Point Estimation
6. Statistical Inference Based on Likelihood
7. Statistical Hypotheses and Confidence Sets
8. Nonparametric and Robust Inference
0. Statistical Mathematics
A Important Probability Distributions
B Useful Inequalities in Probability
C Notation and Definitions