The new (5th) edition is available now, both as an eText or as a rental book!

The Art & Science of Learning from Data

The Art & Science of Learning from DataThe Art & Science of Learning from DataThe Art & Science of Learning from Data
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The Art & Science of Learning from Data

The Art & Science of Learning from DataThe Art & Science of Learning from DataThe Art & Science of Learning from Data
Home
Web Apps
Mobile Apps
Datasets
R Code
YouTube
Errata
More
  • Home
  • Web Apps
  • Mobile Apps
  • Datasets
  • R Code
  • YouTube
  • Errata
  • Home
  • Web Apps
  • Mobile Apps
  • Datasets
  • R Code
  • YouTube
  • Errata
Art of Stat

R Code

The new edition contains R code to replicate almost all analysis shown in the book. You can find the commented R-code at the end of each chapter, in the Chapter Summary pages. Below, you can view and download the R code instructions.

R Code by Chapter

See below for chapter by chapter R code

Download PDF

R Code by Chapter

This site will eventually show R files using both basic R and the tidyverse to replicate the statistical analysis from examples appearing throughout the book. 

Chapter 1

  • Example 5: Google Analytics - Loading a .csv data file into R: Annotated PDF, Raw R-Code​

Chapter 2

  • Example 2: Shark Attacks - Proportions and Percentages: Annoted PDF, R-Code
  • Example 3: U.S. Shark Attacks - Pie Charts and Bar Charts: Annotated PDF, Raw R-Code
  • Example 4: Sodium Content of Cereals - Dotplots: Annotated PDF, Raw R-Code
  • Example 5: Sodium Content of Cereals - Stem & Leaf Plot: Annotated PDF, Raw R-Code
  • Example 6: TV Hours per Day - Histogram: Annotated PDF, Raw R-Code
  • Example 7: Sodium Content of Cereals - Histogram: Annotated PDF, Raw R-Code
  • Example 9: Warming Trends in New York City - Time Trend: Annotated PDF, Raw R-Code
  • Example 10: Sodium Content - Mean & Median: Annotated PDF, Raw R-Code
  • Exercise 2.11: Using the Alligator Food Choice  to demonstrate creating basic frequency tables (count and percentages) and Barcharts, Pareto Charts and Pie Charts: Annotated PDF, Raw R-Code

Chapters 3 -15

UNDER CONSTRUCTION!

 Copyright © 2021 Bernhard Klingenberg - All Rights Reserved.