000			01418cam a2200217 i 4500
020			_a9789386873521
082	0	0	_a005.13R _bLAN/R
100	1		_aLander, Jared P.,
245	1	0	_aR for everyone: _badvanced analytics and graphics/
250			_a2nd ed.;
260			_aNoida: _bPearson, _c2018.
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		7	_aComputer simulation.
650		7	_aScripting languages -Computer science
650		7	_aStatistics
942			_cBK
999			_c75616 _d75616