Posterior Convergence of Gaussian and General Stochastic Process Regression Under Possible Misspecifications

Debashis Chatterjee, Sourabh Bhattacharya

In this article, we investigate posterior convergence in nonparametric regression models where the unknown regression function is modeled by some appropriate stochastic process. In…