Technical documents
Documents discussing various theoretical aspects are listed. All these are available as PDF files and may be accessed by clicking on the appropriate link.
Continuous variable data based on a complex survey
Continuous variable data based on a simple random sample
- Full Information Maximum Likelihood (FIML) for Data with Missing Values
- Multiple Imputation for Data with Missing Values
- Latent Variable Scores
- Standardized Coefficients
- Equal t-values
- The Interpretation of R2
- The Interpretation of R2 Revisited
- MINRES Exploratory Factor Analysis
- Scale Reliability
Complete ordinal variable data based on a simple random sample
- Structural Equation Modeling
Complete censored variable data based on a simple random sample
- Univariate Censored Regression
Other:
User guides
- Additional Multilevel material not contained in the Multilevel Modeling Guide:
- Multilevel Generalized Linear Modeling Guide
- Generalized Linear Modeling Guide
- Complex Survey Sampling
- Survival Models for grouped data
- Models for proportional and non-proportional odds
- Additional Topics Guide