Learning R / (Record no. 83182)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 07218 a2200229 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789351102861 (pbk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9351102866 (pbk.) |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.502855133 COT |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Cotton, Richard |
| 245 ## - TITLE STATEMENT | |
| Title | Learning R / |
| Statement of responsibility, etc | Richard Cotton. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Sebastopol, Calif. : |
| Name of publisher, distributor, etc | O'Reilly, |
| Date of publication, distribution, etc | 2013. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xix, 377 p. : |
| Other physical details | ill. ; |
| Dimensions | 24 cm. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Chapter 1 Introduction<br/> Chapter 2 A Scientific Calculator<br/> Chapter 3 Inspecting Variables and Your Workspace<br/> Chapter 4 Vectors, Matrices, and Arrays<br/> Chapter 5 Lists and Data Frames<br/> Chapter 6 Environments and Functions<br/> Chapter 7 Strings and Factors<br/> Chapter 8 Flow Control and Loops<br/> Chapter 9 Advanced Looping<br/> Chapter 10 Packages<br/> Chapter 11 Dates and Times<br/> Chapter 12 Getting Data<br/> Chapter 13 Cleaning and Transforming<br/> Chapter 14 Exploring and Visualizing<br/> Chapter 15 Distributions and Modeling<br/> Chapter 16 Programming<br/> Chapter 17 Making Packages.<br/> Machine generated contents note: pt. I The R Language<br/> 1.Introduction<br/> Chapter Goals<br/> What Is R?<br/> Installing R<br/> Choosing an IDE<br/> Emacs + ESS<br/> Eclipse/Architect<br/> RStudio<br/> Revolution-R<br/> Live-R<br/> Other IDEs and Editors<br/> Your First Program<br/> How to Get Help in R<br/> Installing Extra Related Software<br/> Summary<br/> Test Your Knowledge: Quiz<br/> Test Your Knowledge: Exercises<br/> 2.A Scientific Calculator<br/> Mathematical Operations and Vectors<br/> Assigning Variables<br/> Special Numbers<br/> Logical Vectors<br/> 3.Inspecting Variables and Your Workspace<br/> Classes<br/> Different Types of Numbers<br/> Other Common Classes<br/> Checking and Changing Classes<br/> Examining Variables<br/> The Workspace<br/> 4.Vectors, Matrices, and Arrays<br/> Vectors<br/> Sequences<br/> Lengths<br/> Names<br/> Contents note continued: Indexing Vectors<br/> Vector Recycling and Repetition<br/> Matrices and Arrays<br/> Creating Arrays and Matrices<br/> Rows, Columns, and Dimensions<br/> Row, Column, and Dimension Names<br/> Indexing Arrays<br/> Combining Matrices<br/> Array Arithmetic<br/> 5.Lists and Data Frames<br/> Lists<br/> Creating Lists<br/> Atomic and Recursive Variables<br/> List Dimensions and Arithmetic<br/> Indexing Lists<br/> Converting Between Vectors and Lists<br/> Combining Lists<br/> NULL<br/> Pairlists<br/> Data Frames<br/> Creating Data Frames<br/> Indexing Data Frames<br/> Basic Data Frame Manipulation<br/> 6.Environments and Functions<br/> Environments<br/> Functions<br/> Creating and Calling Functions<br/> Passing Functions to and from Other Functions<br/> Variable Scope<br/> Contents note continued: Test Your Knowledge: Exercises<br/> 7.Strings and Factors<br/> Strings<br/> Constructing and Printing Strings<br/> Formatting Numbers<br/> Special Characters<br/> Changing Case<br/> Extracting Substrings<br/> Splitting Strings<br/> File Paths<br/> Factors<br/> Creating Factors<br/> Changing Factor Levels<br/> Dropping Factor Levels<br/> Ordered Factors<br/> Converting Continuous Variables to Categorical<br/> Converting Categorical Variables to Continuous<br/> Generating Factor Levels<br/> Combining Factors<br/> 8.Flow Control and Loops<br/> Flow Control<br/> If and else<br/> Vectorized if<br/> Multiple Selection<br/> Loops<br/> Repeat Loops<br/> While Loops<br/> For Loops<br/> 9.Advanced Looping<br/> Replication<br/> Looping Over Lists<br/> Looping Over Arrays<br/> Multiple-Input Apply<br/> Instant Vectorization<br/> Contents note continued: Split-Apply-Combine<br/> The plyr Package<br/> 10.Packages<br/> Loading Packages<br/> The Search Path<br/> Libraries and Installed Packages<br/> Installing Packages<br/> Maintaining Packages<br/> 11.Dates and Times<br/> Date and Time Classes<br/> POSIX Dates and Times<br/> The Date Class<br/> Other Date Classes<br/> Conversion to and from Strings<br/> Parsing Dates<br/> Formatting Dates<br/> Time Zones<br/> Arithmetic with Dates and Times<br/> Lubridate<br/> pt. II The Data Analysis Workflow<br/> 12.Getting Data<br/> Built-in Datasets<br/> Reading Text Files<br/> CSV and Tab-Delimited Files<br/> Unstructured Text Files<br/> XML and HTML Files<br/> JSON and YAML Files<br/> Reading Binary Files<br/> Reading Excel Files<br/> Contents note continued: Reading SAS, Stata, SPSS, and MATLAB Files<br/> Reading Other File Types<br/> Web Data<br/> Sites with an API<br/> Scraping Web Pages<br/> Accessing Databases<br/> 13.Cleaning and Transforming<br/> Cleaning Strings<br/> Manipulating Data Frames<br/> Adding and Replacing Columns<br/> Dealing with Missing Values<br/> Converting Between Wide and Long Form<br/> Using SQL<br/> Sorting<br/> Functional Programming<br/> 14.Exploring and Visualizing<br/> Summary Statistics<br/> The Three Plotting Systems<br/> Scatterplots<br/> Take 1 Base Graphics<br/> Take 2 Lattice Graphics<br/> Take 3 ggplot2 Graphics<br/> Line Plots<br/> Histograms<br/> Box Plots<br/> Bar Charts<br/> Other Plotting Packages and Systems<br/> 15.Distributions and Modeling<br/> Contents note continued: Random Numbers<br/> The sample Function<br/> Sampling from Distributions<br/> Distributions<br/> Formulae<br/> A First Model: Linear Regressions<br/> Comparing and Updating Models<br/> Plotting and Inspecting Models<br/> Other Model Types<br/> 16.Programming<br/> Messages, Warnings, and Errors<br/> Error Handling<br/> Debugging<br/> Testing<br/> RUnit<br/> Test that<br/> Magic<br/> Turning Strings into Code<br/> Turning Code into Strings<br/> Object-Oriented Programming<br/> S3 Classes<br/> Reference Classes<br/> 17.Making Packages<br/> Why Create Packages?<br/> Prerequisites<br/> The Package Directory Structure<br/> Your First Package<br/> Documenting Packages<br/> Checking and Building Packages<br/> pt. III Appendixes<br/> Contents note continued: A.Properties of Variables<br/> B.Other Things to Do in R<br/> C.Answers to Quizzes<br/> D.Solutions to Exercises. |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | R (Computer program language) |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Statistics -- Data processing. |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Statistics -- Computer programs. |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Statistics / Data processing. |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | R (Computer program language) -- Handbooks, manuals, etc. |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Statistics -- Graphic methods -- Data processing. |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Mathematical statistics -- Data processing. |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Koha normalized classification for sorting | Not for loan | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Total Renewals | Full call number | Barcode | Date last seen | Date last borrowed | Cost, replacement price | Price effective from | Koha item type | Checked out |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | 519_502855133000000_COT | Gulbanoo Premji Library, Azim Premji University, Bengaluru | Gulbanoo Premji Library, Azim Premji University, Bengaluru | 2nd Floor | 26/09/2016 | 24 | 585.00 | 18 | 5 | 519.502855133 COT | 29005 | 18/01/2024 | 05/10/2023 | 650.00 | 30/06/2016 | Books | |||||
| Dewey Decimal Classification | 519_502855133000000_COT | Gulbanoo Premji Library, Azim Premji University, Bengaluru | Gulbanoo Premji Library, Azim Premji University, Bengaluru | 2nd Floor | 26/09/2016 | 24 | 585.00 | 10 | 5 | 519.502855133 COT | 29003 | 01/12/2023 | 08/08/2023 | 650.00 | 30/06/2016 | Books | |||||
| Dewey Decimal Classification | 519_502855133000000_COT | Gulbanoo Premji Library, Azim Premji University, Bengaluru | Gulbanoo Premji Library, Azim Premji University, Bengaluru | 2nd Floor | 26/09/2016 | 24 | 585.00 | 10 | 4 | 519.502855133 COT | 29004 | 08/10/2024 | 08/10/2024 | 650.00 | 30/06/2016 | Books | 23/10/2024 | ||||
| Dewey Decimal Classification | 519_502855133000000_COT | Gulbanoo Premji Library, Azim Premji University, Bengaluru | Gulbanoo Premji Library, Azim Premji University, Bengaluru | 2nd Floor | 26/09/2016 | 24 | 585.00 | 1 | 519.502855133 COT | 29006 | 19/08/2016 | 25/07/2016 | 650.00 | 30/06/2016 | Books | ||||||
| Dewey Decimal Classification | 519_502855133000000_COT | Gulbanoo Premji Library, Azim Premji University, Bengaluru | Gulbanoo Premji Library, Azim Premji University, Bengaluru | 2nd Floor | 26/09/2016 | 24 | 585.00 | 1 | 519.502855133 COT | 29002 | 17/10/2016 | 25/07/2016 | 650.00 | 30/06/2016 | Books |