DAE

UCLA Institute for Digital Research & Education: Data Analysis Example

This Git Repository contains some data analysis examples in R from UCLA Institute for Digital Research & Education.

Original URL: https://stats.idre.ucla.edu/other/dae/

CONTENT

Regression Model

• Robust Regression

Models for Binary and Categorical Outcomes

• Logistic Regression
• Exact Logistic Regression
• Multinomial Logistic Regression
• Ordinal Logistic Regression
• Probit Regression

Models for Counts Data

• Poisson Regression
• Negative Binomial Regression
• Zero-inflated Poisson Regression
• Zero-inflated Negative Binomial Regression
• Zero-truncated Poisson
• Zero-truncated Negative Binomial

Censored and Truncated Regression

• Tobit Regression
• Truncated Regression
• Interval Regression

Multivariate Analysis

• One-way MANOVA
• Discriminant Function Analysis
• Canonical Correlation Analysis
• Multivariate Multiple Regression

Mixed Effects Models

• GLMM