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The Resource R for everyone : advanced analytics and graphics, Jared P. Lander

R for everyone : advanced analytics and graphics, Jared P. Lander

Label
R for everyone : advanced analytics and graphics
Title
R for everyone
Title remainder
advanced analytics and graphics
Statement of responsibility
Jared P. Lander
Creator
Subject
Language
eng
Member of
Cataloging source
YDXCP
Illustrations
illustrations
Index
index present
Literary form
non fiction
Series statement
The Addison Wesley data and anlytics series
Label
R for everyone : advanced analytics and graphics, Jared P. Lander
Instantiates
Publication
Note
Includes indexes
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
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
Control code
ocn947149776
Dimensions
23 cm.
Edition
Second edition
Extent
xxiv, 528 pages
Isbn
9780134546926
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
(OCoLC)947149776
Label
R for everyone : advanced analytics and graphics, Jared P. Lander
Publication
Note
Includes indexes
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
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
Control code
ocn947149776
Dimensions
23 cm.
Edition
Second edition
Extent
xxiv, 528 pages
Isbn
9780134546926
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
(OCoLC)947149776

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