Constrained maximum likelihood estimation of clusterwise linear regression models with unknown number of components

R. Di Mari, R. Rocci, S. A. Gattone

We consider an equivariant approach imposing data-driven bounds for the variances to avoid singular and spurious solutions in maximum likelihood (ML) estimation of clusterwise line…