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Statistical methods for linguistic research: Foundational Ideas

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Updated 11/2024

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Course Description

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

Prerequisites

There are no prerequisites for this course

1

Quick test of your knowledge

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2

Basics

Binomial distribution

Binomial distribution (2)

Normal distribution

Normal distribution (2)

Normal distribution (3)

3

Hypothesis testing

T-test (3): One-sample

T-test (4): Interaction

Power calculation

Power calculation (2)

Type I error

Type II error

More power calculation

More power calculation (2)

4

Linear models

Linear models

5

Linear mixed models

Linear mixed models

Linear mixed models (2)

Linear mixed models (3)

6

Final exercise

Question 3 (B)

Question 3 (C)

Question 3 (D)

Question 3 (E)

Question 3 (F)

Question 6 (B)

7

What have you learned?

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Statistical methods for linguistic research: Foundational Ideas

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