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Theoretical Statistics

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Cover of 'Theoretical Statistics'

Table of Contents

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    Book Overview
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    Chapter 1 Probability and Measure
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    Chapter 2 Exponential Families
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    Chapter 3 Risk, Sufficiency, Completeness, and Ancillarity
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    Chapter 4 Unbiased Estimation
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    Chapter 5 Curved Exponential Families
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    Chapter 6 Conditional Distributions
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    Chapter 7 Bayesian Estimation
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    Chapter 8 Large-Sample Theory
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    Chapter 9 Estimating Equations and Maximum Likelihood
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    Chapter 10 Equivariant Estimation
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    Chapter 11 Empirical Bayes and Shrinkage Estimators
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    Chapter 12 Hypothesis Testing
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    Chapter 13 Optimal Tests in Higher Dimensions
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    Chapter 14 General Linear Model
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    Chapter 15 Bayesian Inference: Modeling and Computation
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    Chapter 16 Asymptotic Optimality 1
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    Chapter 17 Large-Sample Theory for Likelihood Ratio Tests
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    Chapter 18 Nonparametric Regression
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    Chapter 19 Bootstrap Methods
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    Chapter 20 Sequential Methods
Attention for Chapter 11: Empirical Bayes and Shrinkage Estimators
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