John E. Freund's Mathematical Statistics with Applications, Pearson New International Edition, 8th edition

Published by Pearson (August 1, 2013) © 2014

  • Irwin Miller
  • Marylees Miller
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Title overview

A calculus-based introduction to the theory and application of statistics

John E. Freund's Mathematical Statistics with Applications

This text is appropriate for a two-semester or three-quarter calculus-based course in Introduction to Mathematical Statistics. It can also be used for a single-semester course emphasising probability, probability distributions and densities, sampling, and classical statistical inference.

Table of contents

  • 1. Introduction
  • 2. Probability
  • 3. Probability Distributions and Probability Densities
  • 4. Mathematical Expectation
  • 5. Special Probability Distributions
  • 6. Special Probability Densities
  • 7. Functions of Random Variables
  • 8. Sampling Distributions
  • 9. Decision Theory
  • 10. Point Estimation
  • 11. Interval Estimation
  • 12. Hypothesis Testing
  • 13. Tests of Hypotheses Involving Means, Variances, and Proportions
  • 14. Regression and Correlation

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