In this article, the authors discuss comments made by professors Jianqing Fan, Wenyang Zhang, Toshio Honda, Jianhua Huang and Ya Su on their article related to univariate varying coefficient models. Topics discussed include bandwidth choice in nonparametric smoothing in the context of density function estimation, structured nonparametric regression models, and small optimal sieve dimension.