R for everyone : advanced analytics and graphics / Jared P. Lander.
Material type: TextSeries: Addison-Wesley data and analytics seriesPublication details: Nodia, UP, India : Pearson India, 2018, ©2017.Edition: 2nd edDescription: xxiv, 528 pages : illustrations (some color) ; 23 cmISBN:- 013454692X
- 9780134546926
- 9789386873521
- R (Computer program language)
- Scripting languages (Computer science)
- Statistics -- Data processing
- Statistics -- Graphic methods -- Data processing
- Computer simulation
- Computer simulation
- R (Computer program language)
- Scripting languages (Computer science)
- Statistics -- Data processing
- Statistics -- Graphic methods -- Data processing
- 005.13 23 LAR
Item type | Current library | Call number | Copy number | Status | Date due | Barcode |
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Books | Central Library, SUST General Stacks | 005.13 LAR (Browse shelf(Opens below)) | 1 | Available | 0078051 | |
Books | Central Library, SUST General Stacks | 005.13 LAR (Browse shelf(Opens below)) | 1 | Available | 0078050 | |
Books | Central Library, SUST General Stacks | 005.13 LAR (Browse shelf(Opens below)) | 1 | Available | 0072882 | |
Books | Central Library, SUST General Stacks | 005.13 LAR (Browse shelf(Opens below)) | 2 | Available | 0072883 |
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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