An Introduction to Probability and Statistics, Third Edition
- 10h 48m
- A.K. Md. Ehsanes Saleh, Vijay K. Rohatgi
- John Wiley & Sons (US)
- 2015
A well-balanced introduction to probability theory and mathematical statistics
Featuring a comprehensive update, An Introduction to Probability and Statistics, Third Edition remains a solid overview to probability theory and mathematical statistics. Divided into three parts, the Third Edition begins by presenting the fundamentals and foundations of probability. The second part addresses statistical inference, and the remaining chapters focus on special topics.
Featuring a substantial revision to include recent developments, An Introduction to Probability and Statistics, Third Edition also includes:
- A new section on regression analysis to include multiple regression, logistic regression, and Poisson regression
- A reorganized chapter on large sample theory to emphasize the growing role of asymptotic statistics
- Additional topical coverage on bootstrapping, estimation procedures, and resampling
- Discussions on invariance, ancillary statistics, conjugate prior distributions, and invariant confidence intervals
- Over 550 problems and answers to most problems, as well as 350 worked-out examples and 200 remarks
- Numerous figures to further illustrate examples and proofs throughout
An Introduction to Probability and Statistics, Third Edition is an ideal reference and resource for scientists and engineers in the fields of statistics, mathematics, physics, industrial management, and engineering. The book is also an excellent text for upper-undergraduate and graduate- level students majoring in probability and statistics.
About the Author
Vijay K. Rohatgi, PhD, is Professor Emeritus in the Department of Mathematics and Statistics at Bowling Green State University. An Investment Research Consultant for PRI Investments, he is also the author of several books and over 100 research papers.
A. K. Md. Ehsanes Saleh, PhD, is Distinguished Research Professor in the School of Mathematics and Statistics at Carleton University. Dr. Saleh is the author of more than 200 journal articles, and his research interests include nonparametric statistics, order statistics, and robust estimation.
In this Book
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Probability
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Random Variables and Their Probability Distributions
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Moments and Generating Functions
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Multiple Random Variables
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Some Special Distributions
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Sample Statistics and Their Distributions
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Basic Asymptotics: Large Sample Theory
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Parametric Point Estimation
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Neyman–Pearson Theory of Testing of Hypotheses
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Some Further Results on Hypotheses Testing
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Confidence Estimation
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General Linear Hypothesis
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Nonparametric Statistical Inference
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Frequently Used Symbols and Abbreviations
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Statistical Tables
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Answers to Selected Problems
