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R for everyone : advanced analytics and graphics / 2nd ed

R for everyone : advanced analytics and graphics / 2nd ed (Loan 2 times)

Material type
단행본
Personal Author
Lander, Jared P.
Title Statement
R for everyone : advanced analytics and graphics / Jared P. Lander.
판사항
2nd ed.
Publication, Distribution, etc
Boston :   Addison-Wesley,   c2017.  
Physical Medium
xxiv, 528 p. : ill. (some col.) ; 24 cm.
Series Statement
The Addison Wesley data and anlytics series
ISBN
013454692X 9780134546926
General Note
Includes indexes.  
Content Notes
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.
Subject Added Entry-Topical Term
R (Computer program language). Scripting languages (Computer science). Statistics --Data processing. Statistics --Graphic methods --Data processing. Computer simulation.
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020 ▼a 9780134546926
035 ▼a (KERIS)REF000018720240
040 ▼a YDXCP ▼b eng ▼c YDXCP ▼e rda ▼d BTCTA ▼d BDX ▼d OCLCQ ▼d TOH ▼d SA$ ▼d OCLCO ▼d OCLCF ▼d YDX ▼d UPM ▼d HF9 ▼d DLC ▼d 211009
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100 1 ▼a Lander, Jared P. ▼0 AUTH(211009)8782.
245 1 0 ▼a R for everyone : ▼b advanced analytics and graphics / ▼c Jared P. Lander.
250 ▼a 2nd ed.
260 ▼a Boston : ▼b Addison-Wesley, ▼c c2017.
300 ▼a xxiv, 528 p. : ▼b ill. (some col.) ; ▼c 24 cm.
490 1 ▼a The Addison Wesley data and anlytics series
500 ▼a Includes indexes.
505 0 ▼a 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.
650 0 ▼a R (Computer program language).
650 0 ▼a Scripting languages (Computer science).
650 0 ▼a Statistics ▼x Data processing.
650 0 ▼a Statistics ▼x Graphic methods ▼x Data processing.
650 0 ▼a Computer simulation.
830 0 ▼a Addison-Wesley data and analytics series.
945 ▼a KLPA

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 005.13 L255r2 Accession No. 121245254 (2회 대출) Availability Available Due Date Make a Reservation Service B M

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