R for everyone : advanced analytics and graphics /

Bibliographic Details
Main Author: Lander, Jared P. (Author)
Format: Book
Language:English
Published: Boston : Addison-Wesley, c2017.
Edition:Second edition.
Series:Addison-Wesley data and analytics series.
Subjects:
Classic Catalogue: View this record in Classic Catalogue
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020 |a 013454692X (pbk) 
020 |a 9780134546926 (pbk) 
035 |a 19507872 
035 |a (OCoLC)947149776 
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 BD-DhAAL 
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050 0 0 |a QA76.73.R3  |b L36 2017 
082 0 0 |a 005.13  |2 23 
100 1 |a Lander, Jared P.,  |e author.  |9 61451 
245 1 0 |a R for everyone :  |b advanced analytics and graphics /  |c Jared P. Lander. 
250 |a Second edition. 
260 |a Boston :  |b Addison-Wesley,  |c c2017. 
300 |a xxiv, 528 pages :  |b illustrations (some color) ;  |c 23 cm 
490 1 |a The Addison Wesley data and anlytics series 
500 |a Includes index. 
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. 
541 1 |a Donated by Farhana Zahir, Assistant Professor, BRAC Business School, BRAC University  |e 45950 
650 0 |a R (Computer program language)  |9 27769 
650 0 |a Scripting languages (Computer science)  |9 52144 
650 0 |a Statistics  |x Data processing. 
650 0 |a Statistics  |x Graphic methods  |x Data processing.  |9 61452 
650 0 |a Computer simulation. 
650 0 |a Computer science. 
830 0 |a Addison-Wesley data and analytics series.  |9 61453 
852 1 |a Ayesha Abed Library  |c General Stacks 
942 |2 ddc  |c BK 
999 |c 48155  |d 48155 
952 |0 0  |1 0  |2 ddc  |4 0  |6 005_130000000000000_LAN  |7 0  |9 79408  |a BRACUL  |b BRACUL  |c NEW  |d 2026-06-22  |e Donated by Farhana Zahir, Assistant Professor, BRAC Business School, BRAC University  |l 0  |o 005.13 LAN  |p 3010045950  |r 2026-06-22  |t 1  |w 2026-06-22  |y BK  |x Donated copy received from Farhana Zahir, Assistant Professor, BRAC Business School, BRAC University on 18 May 2026 ; USD 44.99