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

Published by Pearson (August 29, 2013) © 2014

  • Irwin Miller
  • Marylees Miller
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John E. Freund's Mathematical Statistics with Applications, Eighth Edition, provides a calculus-based introduction to the theory and application of statistics, based on comprehensive coverage that reflects the latest in statistical thinking, the teaching of statistics, and current practices.

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.

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  • 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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