ABSTRACT

Designed for an intermediate undergraduate course, Probability and Statistics with R shows students how to solve various statistical problems using both parametric and nonparametric techniques via the open source software R. It provides numerous real-world examples, carefully explained proofs, end-of-chapter problems, and illuminating graphs

chapter 1|28 pages

A Brief Introduction to S

chapter 2|48 pages

Exploring Data

chapter 3|38 pages

General Probability and Random Variables

chapter 4|56 pages

Univariate Probability Distributions

chapter 5|26 pages

Multivariate Probability Distributions

chapter 6|48 pages

Sampling and Sampling Distributions

chapter 7|46 pages

Point Estimation

chapter 8|50 pages

Confidence Intervals

chapter 9|62 pages

Hypothesis Testing

chapter 10|88 pages

Nonparametric Methods

chapter 11|72 pages

Experimental Design

chapter 12|96 pages

Regression