Premium
Multivariate probit analysis: A neglected procedure in medical statistics
Author(s) -
Lesaffre E.,
Molenberghs G.
Publication year - 1991
Publication title -
statistics in medicine
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.996
H-Index - 183
eISSN - 1097-0258
pISSN - 0277-6715
DOI - 10.1002/sim.4780100907
Subject(s) - multivariate statistics , multivariate probit model , probit model , multivariate analysis , medical statistics , computer science , statistics , econometrics , probit , ordered probit , mathematics
The multivariate probit model is designed to regress a vector of correlated quantal variables on a mixture of continuous and discrete predictors. Various applications can be found in the biological, economical and psychosociological literature, but the method is not yet widely used in medical applications. We reintroduce this model thereby showing its usefulness in medical problems. Software for this model is, however, not widely available. We have written a PC program to select predictors and estimate parameters in the multivariate probit framework. The performance and characteristics of the program are briefly illustrated.