1 Some Properties of Basic Statistical Procedures. - 2 Regression and the Linear Model. - 3 Statistical Models and Statistical Inference. - 4 Properties of the Method of Maximum Likelihood. - 5 The Method of Least Squares. - 6 Multiple Regression: Further Analysis and Interpretation. - 7 Polynomial Regression. - 8 The Use of Transformations. - 9 Correlation. - 10 The Analysis of Variance. - 11 Designs with Regressions in the Treatment Effects. - 12 An Analysis of Data on Trees. - 13 The Analysis of Variance: Subsidiary Analyses. - 14 Random Effects Models. - 15 Crossed Classifications. - 16 Further Analysis of Variance. - 17 The Generalized Linear Model. - Appendix A Some Important Definitions and Results. Language: English