Introduction to Linear Models and Statistical Inference

Introduction: Statistical Questions. 1. Data: Plots and Location. 2. Data: Dispersion and Correlation. 3. Random Variables: Probability and Density. 4. Random Variables: Expectation and Variance. 5. Statistical Inference. 6. Simple Linear Models. 7. Linear Model Diagnostics. 8. Linear Models: Two Independent Variables. 9. Linear Models: Several Independent Variables. 10. Model Building. 11. Extended Linear Models. Appendix A: Data References. Appendix B: MINITAB Reference. Appendix C: Introduction to Linear Algebra. Appendix D: Statistical Tables. References. Index.