Kernel regression in the presence of size-bias

Kernel regression estimators of Nadaraya - Watson type for data sampled wit h size-bias were considered in Ahmad [1]. We consider an alternative defini tion of the weight-functions which can be applied to a wider variety of pra ctical situations. In these situations the estimators will have a different bias which we remedy by introducing a local linear estimator.