# An Introduction to Probability and Statistics, 3rd Edition

## Book Description

**A well-balanced introduction to probability theory and mathematical statistics**

Featuring updated material, *An Introduction to Probability and Statistics, Third Edition *remains a solid overview to probability theory and mathematical statistics. Divided intothree parts, the *Third Edition *begins by presenting the fundamentals and foundationsof probability. The second part addresses statistical inference, and the remainingchapters focus on special topics.

*An Introduction to Probability and Statistics, Third Edition *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.

### Table of Contents

Chapter 1. Probability

Chapter 2. Random Variables and Their Probability Distributions

Chapter 3. Moments and Generating Functions

Chapter 4. Multiple Random Variables

Chapter 5. Some Special Distributions

Chapter 6. Sample Statistics and their Distributions

Chapter 7. Basic Asymptotics: Large Sample Theory

Chapter 8. Parametric Point Estimation

Chapter 9. Neyman-Pearson Theory of Testing of Hypotheses

Chapter 10. Some Further Results on Hypotheses Testing

Chapter 11. Confidence Estimation

Chapter 12. General Linear Hypothesis

Chapter 13. Nonparametric Statistical Inference

## Book Details

- Title: An Introduction to Probability and Statistics, 3rd Edition
- Author: A.K. Md. Ehsanes Saleh, Vijay K. Rohatgi
- Length: 728 pages
- Edition: 3
- Language: English
- Publisher: Wiley
- Publication Date: 2015-09-08
- ISBN-10: 111879964X
- ISBN-13: 9781118799642

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