| 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 |