Statistical resources

Statistical software and tests resource list

This document provides links to educational resources for running statistical tests and using a variety of statistical software. 

Further Reading

The document above contains references for various journal articles, user guides, and lecture notes. These materials are available for download below:

Software

Missing Data

Guidelines for handling missing data in social science research (PDF)

Factor Analysis

Factor Analysis: Statistics in Psychosocial Research (Johns Hopkins) (PDF)
Factor Analysis (Princeton) (PDF)

Multilevel/Hierarchical Modeling

Multilevel Modeling (Columbia University) (PDF)
Oxford Journals: Multilevel Modeling Limitations (PDF)

Regression

Department of Statistics (Penn State) Multinomial Logistic Regression (PDF)

Structural Equation Modeling

Chapter on Structural Equation Modeling (PDF)
Structural Equation Models (Fox, 2002) (PDF)