Sarah Baldock: Using R for Statistics

Cover: 9781484201404 | Using R for Statistics | Sarah Baldock | Taschenbuch | Paperback | xvi

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Beschreibung

Using R for Statistics will get you the answers to most of the problems you are likely to encounter when using a variety of statistics. This book is a problem-solution primer for using R to set up your data, pose your problems and get answers using a wide array of statistical tests. The book walks you through R basics and how to use R to accomplish a wide variety statistical operations.
You'll be able to navigate the R system, enter and import data, manipulate datasets, calculate summary statistics, create statistical plots and customize their appearance, perform hypothesis tests such as the t-tests and analyses of variance, and build regression models. Examples are built around actual datasets to simulate real-world solutions, and programming basics are explained to assist those who do not have a development background.
After reading and using this guide, you'll be comfortable using and applying R to your specific statistical analyses or hypothesis tests. Noprior knowledge of R or of programming is assumed, though you should have some experience with statistics.

Über den Autor

Sarah Stowell is a Contract Statistician with Mitsubishi Pharma Europe and has been a Statistician with MDSL International and GlaxoSmithKline previously. She holds a Master of Science degree in Statistics.

Zusammenfassung

If you need to use a variety of statistics, then Using R for Statistics will get you the answers to most of the problems that are likely to be posed.

This book is a problem-solution primer for using R to set up your data, pose your problems and get answers using a wide array of statistical tests.

Inhaltsverzeichnis

1. R Fundamentals

2. Working with Data Files

3. Preparing and Manipulating Data

4. Combining and Restructuring Data Sets

5. Continuous Variables

6. Tabular Data

7. Probability Distribution

8. Creating Plots

9. Customizing Plots

10. Hypothesis Tests

11. Regression and Linear Models

12. Appendix A: Basic Programming with R

13. Appendix B: Add-on Packages

14: Appendix C: Data Sets

Details

Erscheinungsjahr:	2014
Fachbereich:	EDV
Genre:	Informatik
Rubrik:	Naturwissenschaften & Technik
Thema:	Lexika
Medium:	Taschenbuch
Inhalt:	xvi 244 S. 129 s/w Illustr. 244 p. 129 illus.
ISBN-13:	9781484201404
ISBN-10:	148420140X
Sprache:	Englisch
Ausstattung / Beilage:	Paperback
Einband:	Kartoniert / Broschiert
Autor:	Baldock, Sarah
Auflage:	1st ed.
Hersteller:	Apress Apress L.P.
Maße:	235 x 191 x 14 mm
Von/Mit:	Sarah Baldock
Erscheinungsdatum:	21.06.2014
Gewicht:	0,464 kg

Artikel-ID: 105297554