You can apply any of the following advanced statistical models to all or some variables in a tabular data set:
- Categorical data analysis: Cross tabulation
- Ecological inference model: Hierarchical mulitnomial-direct ecological inference for R x C tables
- Event count models, for event count dependent variables:
- Negative binomial regression
- Poisson regression
- Models for continuous bounded dependent variables:
- Exponential regression for duration
- Gamma regression for continuous positives
- Log-normal regression for duration
- Weibull regression for duration
- Models for continuous dependent variables:
- Least squares regression
- Linear regression for left-censoreds
- Models for dichotomous dependent variables:
- Logistic regression for binaries
- Probit regression for binaries
- Rare events logistic regression for binaries
- Models for ordinal dependent variables:
- Ordinal logistic regression for ordered categoricals
- Ordinal probit regression for ordered categoricals