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Lander, Jared P.,

R for everyone: advanced analytics and graphics/ - 2nd ed.; - Noida: Pearson, 2018. - xxiv, 528 pages : illustrations (some color) ; - The Addison Wesley data and anlytics series .

Includes indexes.

Getting 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.

ISBN: 9789386873521

Subjects--Topical Terms:
R-Computer program language
Computer simulation.
Scripting languages -Computer science
Statistics

Dewey Class. No.: 005.13R / LAN/R