ABSTRACT

Computational statistics and statistical computing are two areas that employ computational, graphical, and numerical approaches to solve statistical problems, making the versatile R language an ideal computing environment for these fields. One of the first books on these topics to feature R, Statistical Computing with R covers the traditiona

chapter 1|20 pages

Introduction

chapter 2|26 pages

Probability and Statistics Review

chapter 3|50 pages

Methods for Generating Random Variables

chapter 4|22 pages

Visualization of Multivariate Data

chapter 6|30 pages

Monte Carlo Methods in Inference

chapter 7|32 pages

Bootstrap and Jackknife

chapter 8|30 pages

Permutation Tests

chapter 9|36 pages

Markov Chain Monte Carlo Methods

chapter 10|38 pages

Probability Density Estimation

chapter 11|36 pages

Numerical Methods in R