01449cam a2200229 i 4500 0 0 0 GIMPA GIMPA REF 2020-03-02 Purchase 0 QA 76.73 LAN 68664 2020-05-12 2023-02-23 BK 0 0 0 GIMPA GIMPA GEN 2020-03-02 Purchase 0 QA 76.73 LAN 68665 2020-05-12 2020-05-12 BK 0 0 0 GIMPA GIMPA GEN 2020-03-02 Purchase 0 QA 76.73 LAN 68666 2020-05-12 2020-05-12 BK 0 0 0 GIMPA GIMPA GEN 2020-03-02 Purchase 0 QA 76.73 LAN 68667 2020-05-12 2020-05-12 BK 59 59 013454692X 9780134546926 QA 76.73 LAN Lander, Jared P., R for everyone : advanced analytics and graphics / 2nd ed. Boston : Addison-Wesley 2017 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. R (Computer program language) Scripting languages (Computer science) Statistics Computer simulation. BK