Applications
Final Project
Statistics for Social Justice
Statistics for Social Justice
Course Overview
Syllabus: Statistics for Social Justice
Assignments and Due Dates
Introduction to the Course
Regression Mechanics
Introduction to Simple Linear Regression
Multiple Linear Regression
Effect Sizes
Regression Assumptions
Advanced Regression Techniques
Logistic Regression
Mediation, Moderation, and Conditional Process Models (Part 1)
Mediation, Moderation, and Conditional Process Models (Part 2)
Mediation, Moderation, and Conditional Process Models (Part 3)
Measurement & Factor Analysis
EFA
EFA in R
LCA
Applications
Final Project
Assignment 1
In Class Assignment
Simple Mediation
Logistic Regression Example
Moderation Analysis
Case Studies & Data Applications
Infant Mortality Example
Partial and Semi-Partial Correlation Analysis with PRAMS 8 Data
Analysis of Area Deprivation Disparities Using Cohen’s D
Admissions Data Analysis
NSCAW I In-Class Exercise
Additional Resources
Required Course Materials
References
Assignments
Assignment 1 Write-up
Assignment 2
Table of contents
Week 16: April 21, 2025
Final Project Presentations
Applications
Final Project
Final Project
Week 16: April 21, 2025
Final Project Presentations
LCA
Assignment 1