02255nam a2200409 i 4500 45950 BD-DhAAL 20260622103620.0 260622t2017 maua 001 0 eng d 2017934582 013454692X (pbk) 9780134546926 (pbk) 19507872 (OCoLC)947149776 YDXCP eng YDXCP rda BTCTA BDX OCLCQ TOH SA$ OCLCO OCLCF YDX UPM HF9 DLC BD-DhAAL pcc QA76.73.R3 L36 2017 005.13 23 Lander, Jared P., author. 61451 R for everyone : advanced analytics and graphics / Jared P. Lander. Second edition. Boston : Addison-Wesley, c2017. xxiv, 528 pages : illustrations (some color) ; 23 cm The Addison Wesley data and anlytics series Includes index. 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. R (Computer program language) 27769 Scripting languages (Computer science) 52144 Statistics Data processing. Statistics Graphic methods Data processing. 61452 Computer simulation. Computer science. Addison-Wesley data and analytics series. 61453 Ayesha Abed Library General Stacks ddc BK 48155 48155 0 0 ddc 0 0 BRACUL BRACUL NEW 2026-06-22 Donated by Farhana Zahir, Assistant Professor, BRAC Business School, BRAC University 0 005.13 LAN 3010045950 2026-06-22 1 2026-06-22 BK