Exploratory Data Analysis

Text Outline

This text covers the basics of:

  1. Exploring data
  2. One-sample tests
  3. Two-sample tests
  4. Linear regression and ANOVA
  5. Generalized linear models
  6. Some special topics
  7. Maybe a bit about power calculations…

Part Outline

This part of the text contains the chapters on the following packages which are useful for exploratory data analysis:

  • ggplot2:: mosaic plots, histograms, and violin plots
  • ggplot2:: scatterplots and facets
  • skimr::
  • table1::
  • gtsummary::