Module 1

Independent Samples T-Test

 

One-way ANOVA

 

Module 2

Chi-square

 

Simple Linear Regression

 

Module 3

Multiple Linear Regression with one Binary and one Ordinal Explanatory Variable (Model 2)

 

Creating Dummy Variables for Multiple Linear Regression

 

Multiple Linear Regression Including a Nominal Explanatory Variable (Model 3)

 

Multiple Linear Regression with Interaction Effects (Model 5)

 

Multiple Linear Regression: Final Full Example with Diagnostics (Model 7)

 

Module 4

Logistic Regression: Main Effects Model (Example 1)

 

Logistic Regression: Interaction Effects Model (Example 2)

 

Module 5

Ordinal Regression Example

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