John E. Freund's Mathematical Statistics with Applications

✍ Scribed by Freund, John E.; Miller, Irwin; Miller, Marylees

• Publisher: Pearson Education Limited
• Year: 2013;2014
• Tongue: English
• Leaves: 477
• Edition: 8. ed., Pearson new international ed
• Category: Library

✦ Synopsis

This classic, calculus-based introduction to the theory and application of statistics provides an unusually comprehensive depth and breadth of coverage and reflects the latest in statistical thinking and current practices. New to this edition is the addition of an applications section at the end of each chapter that deals with the theory presented. Further emphasis has been placed on the use of computers in performing statistical calculations. Topics covered include probability distributions and densities, random variables, sampling distributions, hypothesis testing, regression and correlation, variance, and more. An excellent reference work for professional statisticians in a variety of fields.

✦ Table of Contents

Cover......Page 1
Table of Contents......Page 4
1. Introduction......Page 6
2. Probability......Page 26
3. Probability Distributions and Probability Densities......Page 66
4. Mathematical Expectation......Page 118
5. Special Probability Distributions......Page 150
6. Special Probability Densities......Page 182
7. Functions of Random Variables......Page 212
8. Sampling Distributions......Page 238
9. Decision Theory......Page 266
10. Point Estimation......Page 288
11. Interval Estimation......Page 322
12. Hypothesis Testing......Page 342
13. Tests of Hypothesis Involving Means, Variances, and Proportions......Page 364
14. Regression and Correlation......Page 396
Appendix: Sums and Products......Page 438
Appendix: Special Probability Distributions......Page 442
Appendix: Special Probability Densities......Page 444
Statistical Tables......Page 448
D......Page 474
M......Page 475
R......Page 476
Z......Page 477

✦ Subjects

Science;Mathematics