000			01449cam a2200229 i 4500
999			_c59 _d59
020			_a013454692X
020			_a9780134546926
050	0	0	_aQA 76.73 _bLAN
100	1		_aLander, Jared P.,
245	1	0	_aR for everyone : _badvanced analytics and graphics /
250			_a2nd ed.
260			_aBoston : _bAddison-Wesley _c2017
300			_axxiv, 528 pages : _bIllustrations (some color) ;
490	1		_aThe Addison Wesley data and anlytics series
500			_aIncludes indexes.
505	0		_aGetting 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.
650		0	_aR (Computer program language)
650		0	_aScripting languages (Computer science)
650		0	_aStatistics
650		0	_aComputer simulation.
942			_cBK