Advanced R / (Record no. 44586)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01710nam a22002417a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | CUTN |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250603122101.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250603b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781032509273 |
| 041 ## - LANGUAGE CODE | |
| Language | English |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.133 |
| Item number | WIC |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Wickham, Hadley |
| 245 ## - TITLE STATEMENT | |
| Title | Advanced R / |
| Statement of responsibility, etc | Hadley Wickham |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd Edition |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | New York : |
| Name of publisher, distributor, etc | CRC press, |
| Date of publication, distribution, etc | 2019. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 587 p. : |
| Other physical details | Ill. ; |
| Dimensions | 23 cm |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Advanced R by Hadley Wickham is an in-depth exploration of the R programming language, designed for users who want to move beyond basic data analysis and gain a profound understanding of R's internal mechanisms. The book systematically covers foundational concepts like object-name binding, data structures, and the behavior of functions and environments. It then dives into key programming paradigms: functional programming, which emphasizes composition and immutability, and object-oriented programming, with a detailed look at S3, S4, and R6 systems. A significant portion of the book is dedicated to metaprogramming, explaining how to manipulate R code itself, a crucial skill for developing sophisticated R packages and domain-specific languages (like the tidyverse). Finally, it provides practical guidance on debugging, profiling, and optimizing R code, including how to leverage C++ for performance enhancement. The book aims to equip readers with the knowledge to write more efficient, maintainable, and robust R programs by understanding why R behaves the way it does. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Foundations of R |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data structures (Vectors, Lists, Data Frames, Tibbles) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Subsetting |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Functions |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | General Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Location | Shelving location | Date of Cataloging | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Non-fiction | CUTN Central Library | CUTN Central Library | General Stacks | 03/06/2025 | 005.133 WIC | 51554 | 03/06/2025 | 03/06/2025 | General Books |