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Miller, Irwin.

John E Freund's mathematical statistics with applications / By Irwin Miller and Marylees Miller. - 8th ed,. - Chennai : Pearson Education , 2023. - 472 p.; PB 24 cm.

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 emphasizing probability, probability distributions and densities, sampling, and classical statistical inference.



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


Appendix: Sums and Products


Appendix: Special Probability Distributions


Appendix: Special Probability Densities


Statistical tables

ISBN: 9789332519053

Subjects--Topical Terms:
Probability distribution and prabability densities
Mathematical expectation
Functions of random variables
Hypothesis testing

Dewey Class. No.: 519.5 / MILI