Li, Qi; Lin, Juan; Racine, Jeffrey S. - Department of Economics, McMaster University - 2012
We propose a data-driven least squares cross-validation method to optimally select smoothing parameters for the nonparametric estimation of conditional cumulative distribution functions and conditional quantile functions. We allow for general multivariate covariates that can be continuous,...