The rmarkdown package has steadily evolved into a relatively complete ecosystem for authoring documents. This book provides a definitive guide to this ecosystem.
Mediation analysis is a very important topic in causal inference in statistics, epidemiology and the social sciences. There has beena huge amount of research in this topic, since t...
This book is aimed at students in media, communication, and information studies interested in working with digital media data usingR as a flexible and powerful framework. The book ...
This indispensible volume introduces second language scholars to the basics of statistical analysis using the powerful and free computer program R. Assuming no prior knowledge of s...
This book is designed to introduce the concept of advanced business analytic approaches and would the first to cover the gamut of how to use the R programming language to apply des...
This book explains how to create, customize, and share interactive web-friendly documents with R. It covers a range of topics, including how to create interactive visualizations, d...
Multivariate data analysis (MDA) is a standard course taught at graduate level in various departments, notably mathematics and statistics, but also epidemiology, social sciences, e...
This book provides a foundation for the application of methods for analyzing multivariate generalized linear mixed models using R. It covers the necessary background in GLMs, mixed...
This book shows the elements of statistical science that are highly relevant for students who plan to become data scientists. However, most of the content focuses on the statistica...
