R for everyone : (Record no. 78336)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01667cam a2200289 i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789386873521 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.13 LAN |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Lander, Jared P., |
| 245 10 - TITLE STATEMENT | |
| Title | R for everyone : |
| Sub Title | advanced analytics and graphics / |
| Statement of responsibility, etc | Jared P. Lander. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | Second edition |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Noida; |
| Name of publisher | Pearson India: |
| Year of publication | 2018. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxiv, 528 pages : |
| Other physical details | illustrations (some color) ; |
| 490 1# - SERIES STATEMENT | |
| Series statement | The Addison Wesley data and anlytics series |
| 500 ## - GENERAL NOTE | |
| General note | Includes indexes. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 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. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | R (Computer program language) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Scripting languages (Computer science) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Statistics |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Statistics |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Computer simulation. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Computer simulation. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | R (Computer program language) |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Scripting languages (Computer science) |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Statistics |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Statistics |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Cost, normal purchase price | Full call number | Accession Number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Computer Science | Prof. Ram Dayal Munda Central Library | Prof. Ram Dayal Munda Central Library | 05.06.2020 | 730.00 | 005.13 LAN | 67631 | 05.06.2020 | Books | ||||
| Computer Science | Prof. Ram Dayal Munda Central Library | Prof. Ram Dayal Munda Central Library | 05.06.2020 | 730.00 | 005.13 LAN | 67632 | 05.06.2020 | Books | ||||
| Computer Science | Prof. Ram Dayal Munda Central Library | Prof. Ram Dayal Munda Central Library | 05.06.2020 | 730.00 | 005.13 LAN | 67633 | 05.06.2020 | Books | ||||
| Computer Science | Prof. Ram Dayal Munda Central Library | Prof. Ram Dayal Munda Central Library | 05.06.2020 | 730.00 | 005.13 LAN | 67634 | 05.06.2020 | Books | ||||
| Computer Science | Prof. Ram Dayal Munda Central Library | Prof. Ram Dayal Munda Central Library | 05.06.2020 | 730.00 | 005.13 LAN | 67635 | 05.06.2020 | Books |