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(Ebook PDF) The R Primer 2nd Edition by Claus Thorn Ekstrøm 11386319779781138631977 full chapter

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The R Primer 2nd Edition Claus Thorn Ekstrøm Digital Instant Download

Author(s): Claus Thorn Ekstrøm
ISBN(s): 9781138631977, 1138631973
Edition: 2
File Details: PDF, 21.04 MB
Year: 2016
Language: english
SKU: EB-5847702 Category: Tag:

The R Primer 2nd Edition by Claus Thorn Ekstrøm – Ebook PDF Instant Download/Delivery: 1138631977, 978-1138631977
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Product details:

ISBN 10:         1138631977
ISBN 13: 978-1138631977
Author:          Claus Thorn Ekstrøm

Newcomers to R are often intimidated by the command-line interface, the vast number of functions and packages, or the processes of importing data and performing a simple statistical analysis. The R Primer provides a collection of concise examples and solutions to R problems frequently encountered by new users of this statistical software. This new edition adds coverage of R Studio and reproducible research.

 

The R Primer 2nd Table of contents:

Importing Data

  • Reading spreadsheets
  • Importing data from other statistical software programs
  • Exporting data

Manipulating Data

  • Working with data frames
  • Factors
  • Transforming variables

Statistical Analyses

  • Descriptive statistics
  • Linear models
  • Generalized linear models
  • Methods for analysis of repeated measurements
  • Specific methods
  • Model validation
  • Contingency tables
  • Agreement
  • Multivariate methods
  • Resampling statistics and bootstrapping
  • Robust statistics
  • Non-parametric methods
  • Survival analysis

Graphics

  • High-level plots
  • More advanced graphics
  • Working with graphics

Getting Information

  • R packages
  • The R workspace
  • Using R Studio for reproducible research
  • Large datasets

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Claus Thorn Ekstrøm,R Primer 2nd