Introduction to mathematical statistics / Robert V. Hogg, Joseph W. McKean, Allen T. Craig.
By: Hogg, Robert V
Contributor(s): McKean, Joseph W
| Craig, Allen T. (Allen Thornton)
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519.5 HOI 2005 Introduction to mathematical statistics / | 519.5 HOI 2005 Introduction to mathematical statistics / | 519.5 HOI 2005 Introduction to mathematical statistics / | 519.5 HOI 2005 Introduction to mathematical statistics / | 519.5 INT 2017 An introduction to statistical learning : | 519.5 INT 2017 An introduction to statistical learning : | 519.5 ISI Introduction to statistics and probability / |
Includes bibliographical references (p. 679-682) and index.
1. Probability and Distribution. 2. Multivariate Distributions. 3. Some Special Distributions. 4. Unbiasedness, Consistency, and Limiting Distributions. 5. Introduction to Inference. 6. Maximum Likelihood Methods. 7. Sufficiency. 8. Optimal Tests of Hypotheses. 9. Inferences about Normal Models. 10. Nonparametric Statistics. 11. Bayesian Statistics. 12. Comparison of Least Squares and Robust Procedures for Linear Models. Appendix A. Regularity Conditions. Appendix B. R-Functions.
For two-semester, beginning graduate courses in mathematical statistics, and for senior undergraduate mathematics, statistics, and actuarial science majors, this text retains its outstanding ongoing features and continues to provide students with excellent background material necessary for a successful understanding of mathematical statistics.
Applied Statistics
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