000			01998cam a2200373 i 4500
999			_c382842 _d382842
001			19507872
003			APU
005			20191128045131.0
008			191128t20172017maua 001 0 eng c
010			_a 2017934582
020			_a013454692X (pbk.)
020			_a9780134546926 (pbk.)
035			_a(OCoLC)ocn947149776
040			_aYDXCP _beng _cYDXCP _dWAN
042			_apcc
050	0	0	_aQA76.73.R3 _bL36 2017
082	0	0	_a005.13 _223
100	1		_aLander, Jared P. _933664
245	1	0	_aR for everyone : _badvanced analytics and graphics / _cJared P. Lander.
250			_a2nd edition.
260			_aBoston : _bAddison-Wesley, _c[2017]
260			_c©2017
300			_axxiv, 528 pages : _billustrations (some color) ; _c23 cm.
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) _944670
650		0	_aScripting languages (Computer science) _944671
650		0	_aStatistics _xData processing. _944672
650		0	_aStatistics _xGraphic methods _xData processing. _944673
650		0	_aComputer simulation. _944674
830		0	_aAddison-Wesley data and analytics series. _944675
942			_2lcc _cBook