Consistency of the posterior distribution and MLE for piecewise linear regression

Tristan Launay, Anne Philippe, Sophie Lamarche

We prove the weak consistency of the posterior distribution and that of the Bayes estimator for a two-phase piecewise linear regression mdoel where the break-point is unknown. The…