An R Companion to Applied Regression

An R Companion to Applied Regression

<strong>An R Companion to Applied Regression </strong>is a broad introduction to the R statistical computing environment in the context of applied regression analysis. John Fox and Sanford Weisberg provide a step-by-step guide to using the free statistical software R, an emphasis on integrating statistical computing in R with the practice of data analysis, coverage of generalized linear models, and substantial web-based support materials. The <strong>Third Edition </strong>includes a new chapter on mixed-effects models, new and updated data sets, and a de-emphasis on statistical programming, while retaining a general introduction to basic R programming. The authors have substantially updated both the <em>car</em> and <em>effects</em> packages for R for this new edition, and include coverage of RStudio and R Markdown.