R for everyone: advanced analytics and graphics/
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Item type | Current library | Call number | Status | Date due | Barcode |
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Stack | 005.13R LAN/R (Browse shelf (Opens below)) | Available | 67824 | |
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Stack | 005.13R LAN/R (Browse shelf (Opens below)) | Available | 67886 | |
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Kannur University Central Library | 005.13R LAN/R (Browse shelf (Opens below)) | Available | IT01543 |
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005.133V6 WAL/ Complete idiot's guide to Visual basic 6 (with CD) / | 005.133V6 WAL/ Complete idiot's guide to Visual basic 6 (with CD) / | 005.133VC GUR/ Teach yourself visual c++5 in 21 days / | 005.13R LAN/R R for everyone: advanced analytics and graphics/ | 005.432L DAN/ Mastering LINUX (with CD1 & 2) / | 005.432L DAN/ Mastering LINUX (with CD1 & 2) / | 005.432L DAN/ Mastering LINUX (with CD1 & 2) / |
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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