free course

Statistical methods for linguistic research: Foundational Ideas

  • 5 hours
  • 0 Videos
  • 54 Exercises
  • 130 Participants
  • 3200 XP

Course Description

This one-week course teaches the bare minimum one should know before using statistical methods in linguistics and psychology

  1. 1

    Quick test of your knowledge

    Test your current understanding of statistics.

  2. 2

    Basics

    Random variables and probability distributions

  3. 3

    Hypothesis testing

    T-tests, power, type I and type II errors

  4. 4

    Linear models

    Linear models and generalized linear models

  5. 5

    Linear mixed models

    Linear mixed models

  6. 6

    Final exercise

    Tests the topics covered in this course

  7. 7

    What have you learned?

    A quick multiple choice test of how much you have learned in this course.