Dette, Holger; Pilz, Kay F. - Institut für Wirtschafts- und Sozialstatistik, … - 2004
A monotone estimate of the conditional variance function in a heteroscedastic, nonpara- metric regression model is proposed. The method is based on the application of a kernel density estimate to an unconstrained estimate of the variance function and yields an esti- mate of the inverse variance...