Probability And Statistical Inference by Robert BartoszynskiProbability And Statistical Inference by Robert Bartoszynski

Probability And Statistical Inference

byRobert Bartoszynski, Magdalena Niewiadomska-Bugaj

Hardcover | January 2, 2008

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Now updated in a valuable new edition—this user-friendly book focuses on understanding the "why" of mathematical statistics

Probability and Statistical Inference, Second Edition introduces key probability and statis-tical concepts through non-trivial, real-world examples and promotes the developmentof intuition rather than simple application. With its coverage of the recent advancements in computer-intensive methods, this update successfully provides the comp-rehensive tools needed to develop a broad understanding of the theory of statisticsand its probabilistic foundations. This outstanding new edition continues to encouragereaders to recognize and fully understand the why, not just the how, behind the concepts,theorems, and methods of statistics. Clear explanations are presented and appliedto various examples that help to impart a deeper understanding of theorems and methods—from fundamental statistical concepts to computational details.

Additional features of this Second Edition include:

  • A new chapter on random samples

  • Coverage of computer-intensive techniques in statistical inference featuring Monte Carlo and resampling methods, such as bootstrap and permutation tests, bootstrap confidence intervals with supporting R codes, and additional examples available via the book's FTP site

  • Treatment of survival and hazard function, methods of obtaining estimators, and Bayes estimating

  • Real-world examples that illuminate presented concepts

  • Exercises at the end of each section

Providing a straightforward, contemporary approach to modern-day statistical applications, Probability and Statistical Inference, Second Edition is an ideal text for advanced undergraduate- and graduate-level courses in probability and statistical inference. It also serves as a valuable reference for practitioners in any discipline who wish to gain further insight into the latest statistical tools.

The late Robert Bartoszynski, PhD, was Professor in the Department of Statistics at The Ohio State University. His scientific contributions included research in the theory of stochastic processes and modeling biological phenomena. Throughout his career, Dr. Bartoszynski published over 80 journal articles, books, and book chapters. He w...
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Title:Probability And Statistical InferenceFormat:HardcoverDimensions:664 pages, 9.5 × 6.5 × 1.35 inPublished:January 2, 2008Publisher:WileyLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:0471696935

ISBN - 13:9780471696933

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Table of Contents

Preface.

1. Experiments, Sample Spaces, and Events.

2. Probability.

3. Counting.

4. Conditional Probability; Independence.

5. Markov Chains*.

6. Random Variables: Univariate Case.

7. Random Variables: Multivariate Case.

8. Expectation.

9. Selected Families of Distributions.

10. Random Samples.

11. Introduction to Statistical Inference.

12. Estimation.

13. Testing Statistical Hypotheses.

14. Linear Models.

15. Rank Methods.

16. Analysis of Categorical Data.

Statistical Tables.

Bibliography.

Answers to Odd-Numbered Problems.

Index.

Editorial Reviews

"The authors...present a wealth of real world applications of the methodology." (Quarterly of Applied Mathematics, Vol. LIX, No. 3, September 2001)