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Introduction to Mathematical Statistics, 7th edition

  • Robert V. Hogg
  • Joseph W. McKean
  • Allen T. Craig

Published by Pearson (January 8th 2012) - Copyright © 2013

7th edition

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Overview

Introduction to Mathematical Statistics, Seventh Edition, offers a proven approach designed to provide you with an excellent foundation in mathematical statistics. Ample examples and exercises throughout the text illustrate concepts to help you gain a solid understanding of the material.

Table of contents

1. Probability and Distributions.

2. Multivariate Distributions.

3. Some Special Distributions.

4. Some Elementary Statistical Inferences

5. Consistency and Limiting Distributions

6. Maximum Likelihood Methods.

7. Sufficiency.

8. Optimal Tests of Hypotheses.

9. Inferences about Normal Models.

10. Nonparametric and Robust Statistics.

11. Bayesian Statistics.

Appendix A. Mathematical Comments

Appendix B. R-Functions.

Appendix C. Tables of Distributions

Appendix D. List of Common Distributions

Appendix E. References

Appendix F. Answers to Selected Exercises

Index

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