Zhang, Xibin; King, Maxwell L.; Shang, Han Lin - 2011
regression. A Markov chain Monte Carlo algorithm is presented to sample bandwidths for the kernel estimators of the regression … favored against wrong assumptions of the error density. We apply our sampling algorithm to a nonparametric regression model of …-price density estimation proposed by Ai͏̈t-Sahalia and Lo (1998). Bayes factors, Gaussian-component mixture density, Markov chain …