Accounting For Non Normality In Latent Regression Models Using A Cumulative Normal Selection Function

However, this assumption could be problematic. In the present paper, a new model is discussed in which the latent ability is modelled as if it has arisen from a latent selection process. This will enable the analysis of group differences under a more general family of distributions than the commonly used normal distribution.