Introduction to Statistics for Research in Applied Linguistics
R Tutorials for Basic Quantitative Analyses in Applied Linguistics Research
View on GitHub
Tutorials
Tutorial 1: Getting Started with R and Rstudio
Tutorial 2: Getting Started with Data Visualization in R
Tutorial 3: Loading Data, Assumptions, Significance, Effect Sizes
Tutorial 4: Differences between Two Independent Samples
Tutorial 5: Differences between Three or More Independent Samples
Tutorial 6: Differences between Two Dependent Samples
Tutorial 7: Differences between Three or more Dependent Samples (abbreviated)
Tutorial 8: Time Series Data with Linear Mixed Effects Models (LMEs)
Tutorial 9: Correlations
Tutorial 10: Simple Regression
Tutorial 11: Multiple Regression