1 Introduction to Statistics and Data Analysis
2 Probability
3 Random Variables and Probability Distributions
4 Mathematical Expectation
5 Some Discrete Probability Distributions
6 Some Continuous Probability Distributions
7 Functions of Random Variables (Optional)
8 Fundamental Sampling Distributions and Data Descriptions
9 One- and Two-Sample Estimation Problems
10 One- and Two-Sample Tests of Hypotheses
11 Simple Linear Regression and Correlation
12 Multiple Linear Regression and Certain Nonlinear Regression Models
13 One-Factor Experiments: General
14 Factorial Experiments (Two or More Factors)
15 2k Factorial Experiments and Fractions
16 Nonparametric Statistics
17 Statistical Quality Control
18 Bayesian Statistics
Bibliography
Appendix A: Statistical Tables and Proofs
Appendix B: Answers to Odd-Numbered Non-Review Exercises
Index
