Statistical Analysis Models

You can apply any of the following advanced statistical models to all or some variables in a data set:

• Categorical data analysis: Cross tabulation
• 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:
  • Analysis of variance
  • 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