Introduction to statistics and data analysis - Peck, Roxy; Devore, Jay L.; Olsen, Chris (Belmont, CA : Thomson Brooks/Cole, 2008)
1. The role of statistics and the data analysis process -- 2. Collecting data sensibly -- 3. Graphical methods for describing data -- 4. Numerical methods for describing data -- 5. Summarizing bivariate data -- 6. Probability -- 7. Random variables and probability distributions -- 8. Sampling variability and sampling distributions -- 9. Estimation using a single sample -- 10. Hypothesis testing using a single sample -- 11. Comparing two populations or treatments -- 12. The analysis of categorical data and goodness-of-fit tests -- 13. Simple linear regression and correlation: inferential methods -- 14. Multiple regression analysis -- 15. Analysis of variance -- 16. Nonparametric (distribution-free) statistical methods
Includes index
Keywords: Mathematical statistics; Statistics