The EM equations ... probit model. The latent variable is described by the following linear model Under the multivariate model, we have formulated the thresholds as a subset of the regression ...

A comparison of logistic functions. Logistic regression models have one dependent variable ... dependent variables must be binary, while ordinal logistic regression requires ordinal dependent ...

The GLM procedure fits general linear models to data, and it can perform regression, analysis of variance, analysis of covariance, and many other analyses. The following features for regression ...

Topics include item response theory, two-parameter model, three-parameter model, methods for estimating latent ... equation modeling. This course provides lectures, examples, and lab analyses that ...