Wiesenfarth, Manuel; Hisgen, Carlos Matías; Kneib, Thomas - 2012
We propose a Bayesian nonparametric instrumental variable approach that allows us to correct for endogeneity bias in regression models where the covariate effects enter with unknown functional form. Bias correction relies on a simultaneous equations specication with flexible modeling of the...