koenderks / sfb

An open-source workbook with R exercises for the Bachelor course Statistics for Business at Nyenrode Business University.

Statistics for Business with Applications in R and RStudio

Download the complete course workbook via this link or download one of the chapters via the links below.

Full book

• Statistics for Business with Applications in R and RStudio

Content

Introduction

• Installing and setting up R and RStudio
• Introduction to the workbook

Chapters

• Chapter 1 - Descriptive statistics
• Chapter 2 - Data visualization
• Chapter 3 - Confidence intervals and hypothesis testing
• Chapter 4 - Testing a linear relationship
• Chapter 5 - Testing one or two means
• Chapter 6 - Testing more than two means
• Chapter 7 - Testing proportions and distributions
• Chapter 8 - Bayesian statistics

Appendices

• Appendix A - Preparation and examination
• Appendix B - Resources
• Appendix C - R help
• Appendix E - R exercises
• Appendix E - Answers

Online resources

Data sets

The links below redirect you to the raw data files. You can right click + save as to save these files as .csv files to your computer.

• bloodPressure.csv
• populations.csv
• localSupermarket.csv
• nationalSupermarket.csv
• eyeColor.csv
• insurance.csv
• shaving.csv
• UNresolutions.csv
• US.csv
• Russia.csv
• BuildIt.csv
• creditRating.csv
• abTest.csv
• trial.csv
• sinoForest.csv
• 1020183.csv

R scripts

The links below redirect you to the raw code. You can right click + save link as to save these files as .R files to your computer.

• Chapter 1 - Descriptive statistics
• Chapter 2 - Data visualization
• Chapter 3 - Confidence intervals and hypothesis testing
• Chapter 4 - Testing a linear relationship
• Chapter 5 - Testing one or two means
• Chapter 6 - Testing more than two means
• Chapter 7 - Testing proportions and distributions