Introduction: Why Statistics for Linguists?
I. The Foundations
1. Importing and Retrieving Corpus Data: First Steps in R
2. Introduction to R
3. Basics of Descriptive Statistics
II. Inferential Statistics
4. Introduction to Inferential Statistics
5. The T-Test
6. The Chi-Square Test
III. Language Models
7. 1-Grams
8. N-Grams
IV. Advanced Methods
9. Linear Regression
10. Logistic Regression
11. Document Classification
12. Topic Modelling
V. The Next Step
13. Search Queries
Statistics for Linguists by Dr. Gerold Schneider and Max Lauber is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License, except where otherwise noted.