Applied Statistics: Theory and Problem Solutions with R (Hardcover)

Preface

1 The R-package, Sampling Procedures and Random Variables

2 Point Estimation

3 Testing Hypotheses – One - and Two-Sample Problems

4 Confidence Estimations – One - and Two-Sample Problems

5 Analysis of Variance (ANOVA) – Fixed Effects Models

6 Analysis of Variance - Models with Random Effects

7 Analysis of Variance –Mixed Models

8 Regression Analysis

9 Analysis of Covariance (ANCOVA)

10 Multiple Decision Problems

11 Generalised Linear Models

12 Spatial Statistics

Appendix