Probability and Statistics with R Book

1 A Brief Introduction to S 1

2 Exploring Data 29

3 General Probability and Random Variables 77

4 Univariate Probability Distributions 115

5 Multivariate Probability Distributions 171

6 Sampling and Sampling Distributions 197

7 Point Estimation 245

8 Confidence Intervals 291

9 Hypothesis Testing 341

10 Nonparametric Methods 403

11 Experimental Design 491

12 Regression 563

A S Commands 659

B Quadratic Forms and Random Vectors and Matrices 671

References 675

Index 683