Indira Gandhi National Tribal University, Amarkantak

Prof. Ram Dayal Munda Central Library

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

By: Material type: TextTextSeries: Publication details: Noida; Pearson India: 2018.Edition: Second editionDescription: xxiv, 528 pages : illustrations (some color)ISBN:
  • 9789386873521
Subject(s): DDC classification:
  • 005.13 LAN
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.
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Holdings
Item type Current library Collection Call number Status Date due Barcode
Books Books Prof. Ram Dayal Munda Central Library Computer Science 005.13 LAN (Browse shelf(Opens below)) Available 67631
Books Books Prof. Ram Dayal Munda Central Library Computer Science 005.13 LAN (Browse shelf(Opens below)) Available 67632
Books Books Prof. Ram Dayal Munda Central Library Computer Science 005.13 LAN (Browse shelf(Opens below)) Available 67633
Books Books Prof. Ram Dayal Munda Central Library Computer Science 005.13 LAN (Browse shelf(Opens below)) Available 67634
Books Books Prof. Ram Dayal Munda Central Library Computer Science 005.13 LAN (Browse shelf(Opens below)) Available 67635

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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