Advanced R Statistical Programming and Data Models: Analysis Machine Learning and Visualization (Record no. 221951)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02681nam a22002537a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220318152209.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220318b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781484275979 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | AL |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Edition number | 23 |
| Classification number | 519.5028 |
| Item number | WILA |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Matt Wiley and others |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 24209 |
| 245 ## - TITLE STATEMENT | |
| Title | Advanced R Statistical Programming and Data Models: Analysis Machine Learning and Visualization |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | USA |
| Name of publisher, distributor, etc. | APress |
| Date of publication, distribution, etc. | 2022 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xx,638 p. |
| Other physical details | PB |
| Dimensions | 25.5x17.5 cm. |
| 365 ## - TRADE PRICE | |
| Price type code | 6321 |
| Price amount | ₹1999.20 |
| Currency code | ₹ |
| Unit of pricing | ₹2499.00 |
| Price note | 20% |
| Price effective from | 08-03-2022 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Carry out a variety of advanced statistical analyses including generalized additive models, mixed effects models, multiple imputation, machine learning, and missing data techniques using R. Each chapter starts with conceptual background information about the techniques, includes multiple examples using R to achieve results, and concludes with a case study.<br/>Written by Matt and Joshua F. Wiley, Advanced R Statistical Programming and Data Models shows you how to conduct data analysis using the popular R language. You’ll delve into the preconditions or hypothesis for various statistical tests and techniques and work through concrete examples using R for a variety of these next-level analytics. This is a must-have guide and reference on using and programming with the R language.<br/> What You’ll Learn<br/>Conduct advanced analyses in R including: generalized linear models, generalized additive models, mixed effects models, machine learning, and parallel processing<br/>Carry out regression modeling using R data visualization, linear and advanced regression, additive models, survival / time to event analysis<br/>Handle machine learning using R including parallel processing, dimension reduction, and feature selection and classification<br/>Address missing data using multiple imputation in R<br/>Work on factor analysis, generalized linear mixed models, and modeling intraindividual variability <br/>Who This Book Is For<br/> <br/>Working professionals, researchers, or students who are familiar with R and basic statistical techniques such as linear regression and who want to learn how to use R to perform more advanced analytics. Particularly, researchers and data analysts in the social sciences may benefit from these techniques. Additionally, analysts who need parallel processing to speed up analytics are given proven code to reduce time to result(s).<br/> |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | R (Computer program language) |
| 9 (RLIN) | 24210 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Mathematical statistics -- Data processing |
| 9 (RLIN) | 24211 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Electronic books |
| 9 (RLIN) | 24212 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | WILEY (Matt) |
| 9 (RLIN) | 24213 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | WILEY (Joshua F) |
| 9 (RLIN) | 24214 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Date last checked out | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Statistics | St Aloysius Library | St Aloysius Library | 03/10/2022 | Biblios Book Point | 1999.20 | 2 | 519.5028 WILA | 075625 | 07/09/2025 | 06/16/2025 | 2499.00 | 03/18/2022 | Book |
