Introductory Mathematical Statistics

Introductory Mathematical Statistics
Erwin Kreyszig

Principles and Methods
1. Introduction
2. Frequency Distribution of a Sample
3. Sample Mean and Sample Variance
4. Fundamental Conceps of Probability Theory
5. Probability Distribution
6. Mean, Variance, and Skewness of a Distribution
7. Special Discrete Distributions
8. Normal Distribution
9. Probability Distributions of Several Random Variables
10. Distributions Used in Tests
11. Estimation of Parameters
12. Confidence Intervals
13. Testing of Hypotheses
14. Quality Control and Acceptance Sampling
15. Tests for Distribution Functions (Goodness of Fit)
16. Analysis of Variance
17. Pairs of Measurements. Regression Analysis
18. Correlation Analysis
19. Errors of Measurements
20. Nonparametric Methods
21. Decision Functions