StatPREP tutorials

A StatPREP tutorial is an interactive document mainly intended to help instructors develop statistical, graphical, and general computing skills using R statements.

This page provides links to instructor tutorials. Each link takes you to a web service that displays the document in your web browser. You don’t need to install any other software on your computer to use the lessons and tutorials.

If you’re looking for materials for use in class or other student-oriented settings, follow these links to StatPREP lessons or Little Apps

Tutorials

R and data fundamentals

Functions in R

 
Formulas

 
Data frames

 

Descriptive statistics & graphics

Counts and proportions

 
Calculating statistics

 
Histograms and better

 
Conventional graphics

 
Data science graphics

 
Streamlined data graphics

 

Data wrangling

Five data verbs✐

 
Data wrangling✐

 

Inference and regression

Regression

 
Classical statistical inference

 
Streamlining inference with regression

 
Sampling

 
Resampling

 
Permutation test