Probability and Statistics (Third Edition, 2002) ISBN: 9780201524888
Probability and Statistics (Third Edition, 2002) by Morris H. DeGroot is a comprehensive text published by Winzone Inc. in 2002, featuring 816 pages in English. This edition presents a balanced approach to both classical and Bayesian methods, making it suitable for readers interested in mathematical statistics and probabilities.
The book covers a wide range of topics, including an introduction to probability, random variables, and various statistical methods. Notably, it includes a new chapter on simulation techniques, such as Markov Chain Monte Carlo and the Bootstrap, alongside expanded coverage of residual analysis in linear models. Readers will also find numerous examples using real data, enhancing their understanding of the subject matter. The text includes bibliographical references and an index for further exploration.
Official synopsis Publisher
The Revision Of This Well-respected Text Presents A Balanced Approach Of The Classical And Bayesian Methods And Now Includes A New Chapter On Simulation (including Markov Chain Monte Carlo And The Bootstrap), Expanded Coverage Of Residual Analysis In Linear Models, And More Examples Using Real Data. 1. Introduction To Probability — 2. Conditional Probability — 3. Random Variables And Distributions — 4. Expectation — 5. Special Distributions — 6. Estimation — 7. Sampling Distributions Of Estimators — 8. Testing Hypotheses — 9. Categorical Data And Nonparametric Methods — 10. Linear Statistical Models — 11. Simulation. Morris H. Degroot, Mark J. Schervish. Includes Bibliographical References (p. 801-806) And Index.
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