John E Freund's mathematical statistics with applications /
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
9789332519053
Probability distribution and prabability densities
Mathematical expectation
Functions of random variables
Hypothesis testing
519.5 / MILI
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
9789332519053
Probability distribution and prabability densities
Mathematical expectation
Functions of random variables
Hypothesis testing
519.5 / MILI