Audiovisual Resources

Useful intermediate resources for Quantitative Methods.

An introduction to OSF.io - A place to store and share you quantitative analyses and data.

Managing osf.io using R - An introduction to the osfr-package (Wolen et al.)

Tidying Data in R

This tutorial will cover how to check and clean data before analysis

Subset Data in R

This tutorial covers how to create subsets of data using R

Correlation Testing in R

This tutorial covers how to conduct correlation tests in R

T-Tests & ANOVA in R

This tutorial will cover how to conduct T-tests and ANOVA in R

Bivariate Linear Regression

This tutorial will cover how to compute and interpret bivariate linear regression in R

Multiple Linear Regression - Code

This tutorial will cover how to compute a Multiple Linear Regression in R

Multiple Linear Regression - Interpretation

This tutorial will cover hot to interpret MLR output in R

Multiple Linear Regression - Assumptions - Functional Form & Heteroscedasticity

 

Multiple Linear Regression - Assumptions - Normality & Multicollinearity