Bivariate kernel regression with restrictions

bivkernrest returns the marginal kernel densities of the two input data series, the bivariate kernel density, the conditional kernel densities, and the conditional expectations. The kernel is Gaussian; bandwidth Silverman. Unlike standard kernel regression, restrictions can be added to the otherwise free functional form. Without restrictions, this is Nadaraya-Watson.