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Beginning R : an introduction to statistical programming

Author: Joshua F Wiley; Larry A Pace
Publisher: [Berkeley, CA] : Apress, [2015] ©2015
Series: Expert's voice in programming.
Edition/Format:   eBook : Document : English : Second editionView all editions and formats
Summary:
Beginning R, Second Edition is a hands-on book showing how to use the R language, write and save R scripts, read in data files, and write custom statistical functions as well as use built in functions. This book shows the use of R in specific cases such as one-way ANOVA analysis, linear and logistic regression, data visualization, parallel processing, bootstrapping, and more. It takes a hands-on, example-based  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Wiley, Joshua F.
Beginning R.
[Berkeley, CA] : Apress, [2015]
(OCoLC)921191221
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Joshua F Wiley; Larry A Pace
ISBN: 9781484203736 1484203739
OCLC Number: 926914972
Notes: Includes index.
Description: 1 online resource.
Contents: Part I. Learning the R Language1. Getting Started2. Dealing with Dates, Strings, and Data Frames3. Input and Output4. Control StructuresPart II. Using R for Descriptive Statistics 5. Functional Programming6. Probability Distributions7. Working with TablesPart III. Using R for Inferential Statistics 8. Descriptive Statistics and Exploratory Data Analysis9. Working with Graphics10. Traditional Statistical Methods11. Modern Statistical Methods12. Analysis of Variance13. Correlation and Regression14. Multiple Regression15. Logistic Regression16. Modern Statistical Methods IIPart IV. Taking R to the Next Level 17. Data Visualization Cookbook18. High-performance Computing19. Text Mining
Series Title: Expert's voice in programming.
Responsibility: Joshua F. Wiley, Larry A. Pace.

Abstract:

Beginning R, Second Edition is a hands-on book showing howto use the R language, write and save R scripts, read in data files, and writecustom statistical functions as well as use built in functions.  Read more...

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