TY  - BOOK
AU  - Lander,Jared P.
TI  - R for everyone: advanced analytics and graphics 
T2  - The Addison Wesley data and anlytics series
SN  - 013454692X (pbk.)
AV  - QA76.73.R3 L36 2017
U1  - 005.13 23
PY  - 2017///]
CY  - Boston
PB  - Addison-Wesley, 
KW  - R (Computer program language)
KW  - Scripting languages (Computer science)
KW  - Statistics
KW  - Data processing
KW  - Graphic methods
KW  - Computer simulation
N1  - Includes indexes; 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
ER  -