Lander, Jared P., <br/><br/>
R for everyone :  advanced analytics and graphics / 

 - 2nd ed. 
 - Boston :   Addison-Wesley  2017 
 - xxiv, 528 pages :  Illustrations (some color) ; 
 - The Addison Wesley data and anlytics series .
<br/><br/> Includes indexes. 
<br/><br/>Getting R -- The R environment -- R packages -- Basics of R -- Advanced data structures -- Reading data into R -- Statistical graphics -- Writing R functions -- Control statements -- Loops, the Un-R way to iterate -- Group manipulation -- Faster group manipulation with dplyr -- Iterating with purrr -- Data reshaping -- Reshaping data in the Tidyverse -- Manipualting strings -- Probability distributions -- Basic statistics -- Linear models -- Generalized linear models -- Model diagnostics -- Regularization and shrinkage -- Nonlinear models -- Time series and autocorrelation -- Clustering -- Model fitting with Caret -- Reproducibility and reports with knitr -- Rich documents with RMarkdown -- Interactive dashboards with shiny -- Building R packages -- Real-life resources. 
<br/><br/><label>ISBN: </label>013454692X 9780134546926 
<br/><br/><label>Subjects--Topical Terms: </label><br/>R (Computer program language)<br/>Scripting languages (Computer science)<br/>Statistics<br/>Computer simulation.
<br/><br/><label>LC Class. No.: </label>QA 76.73  / LAN