R for everyone :
by Lander, Jared P.,
Series: The Addison Wesley data and anlytics series Edition statement:Second edition Published by : Pearson India: (Noida;) Physical details: xxiv, 528 pages : illustrations (some color) ; ISBN:9789386873521.| Item type | Current location | Collection | Call number | Status | Date due | Barcode |
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Prof. Ram Dayal Munda Central Library | Computer Science | 005.13 LAN (Browse shelf) | Available | 67631 | |
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Prof. Ram Dayal Munda Central Library | Computer Science | 005.13 LAN (Browse shelf) | Available | 67632 | |
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Prof. Ram Dayal Munda Central Library | Computer Science | 005.13 LAN (Browse shelf) | Available | 67633 | |
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Prof. Ram Dayal Munda Central Library | Computer Science | 005.13 LAN (Browse shelf) | Available | 67634 | |
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Prof. Ram Dayal Munda Central Library | Computer Science | 005.13 LAN (Browse shelf) | Available | 67635 |
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| 005.13 HAS Automata theory language & computation / | 005.13 HAS Automata theory language & computation / | 005.13 HAS Automata theory language & computation / | 005.13 LAN R for everyone : | 005.13 LAN R for everyone : | 005.13 LAN R for everyone : | 005.13 LAN R for everyone : |
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.
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