A latent variable model with mixed binary and continuous response variables

Klaus K. Holst, Esben Budtz-Jørgensen, Gitte Moos Knudsen

We propose a method for obtaining maximum likelihood estimates in a model with continuous and binary outcomes. Combinations of left and right censored observations are also natural…