000 02477cam a2200397 i 4500
005 20260112063328.0
010 _a2017-934582
020 _a013454692X
020 _a9780134546926
039 _a202111171016
_bstaff
_c201910101611
_d staff
_c201910101609
_d staff
_y 201910101605
_z staff
082 _a005.13
_bLAN [ Shelf 10 ]
100 _aLander, Jared P.
245 _aR for everyone :
_bAdvanced analytics and graphics /
_cJared P. Lander.
250 _aSecond edition
264 _aBoston :
_bAddison-Wesley,
_c[2017]
264 4 _c �2017
300 _axxiv, 528 pages :
_billustrations (some color) ;
_c23 cm.
500 _aIncludes indexes.
505 _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 _aR (Computer program language)
650 _aScripting languages (Computer science)
650 _aStatistics
_x Data processing.
650 _aStatistics
_x Graphic methods
_x Data processing.
650 _aComputer simulation.
650 _aComputer simulation.
_2 fast
_0 (OCoLC)fst00872518
650 _aR (Computer program language)
_2 fast
_0 (OCoLC)fst01086207
650 _aScripting languages (Computer science)
_2 fast
_0 (OCoLC)fst01741005
650 _aStatistics
_x Data processing.
_2 fast
_0 (OCoLC)fst01132113
650 _aStatistics
_x Graphic methods
_x Data processing.
_2 fast
_0 (OCoLC)fst01132119
830 _aAddison-Wesley data and analytics series.
906 _a7
_bcbc
_cpccadap
_d 2
_e epcn
_f 20
_g y-gencatlg
925 _aacquire
_b1 shelf copy
_x policy default
991 _aVIRTUA
991 _aVTLSSORT0080*9060*9250*0100*0200*0201*0820*1000*2450*2500*2640*2641*3000*5000*5050*6500*6501*6502*6503*6504*6505*6506*6507*6508*6509*8300*9992
909 _a5763
999 _c5214
_d5214