different methods of estimations are used. The first method is the SIMEX algorithm which attempts to estimate the bias, and … kernel regression context, we derive the limit distribution of the SIMEX estimate. With the regression spline technique, two …

function. The same philosophy is used in estimating the bias of the nonparametric function, i.e., we use an empirical method … include local polynomial regression for generalized linear models, robust local regression, and local transformations in a …