Introduction to Mathematical Statistics /
Robert V. Hogg, Joseph W. McKean, Allen T. Craig
- Sixth Edition
- xiii, 704 pages : illustrations ; 24 cm
Includes bibliographical references and index.
Probability and distributions -- Multivariate distributions -- Some special distributions -- Unbiasedness, consistency, and limiting distributions -- Some elementary statistical inferences -- Maximum likelihood methods -- Sufficiency -- Optimal tests of hypotheses -- Inferences about normal models -- Nonparametric statistics -- Bayesian statistics -- Linear models.
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