000			01667cam a2200289 i 4500
999			_c78336 _d78336
020			_a9789386873521
082	0	0	_a005.13 LAN
100	1		_aLander, Jared P.,
245	1	0	_aR for everyone : _badvanced analytics and graphics / _cJared P. Lander.
250			_aSecond edition
260			_aNoida; _bPearson India: _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		0	_aScripting languages (Computer science)
650		0	_aStatistics
650		0	_aStatistics
650		0	_aComputer simulation.
650		7	_aComputer simulation.
650		7	_aR (Computer program language)
650		7	_aScripting languages (Computer science)
650		7	_aStatistics
650		7	_aStatistics
942			_cBK