An estimator used to estimate regression functions based on data {𝑥 . The estimator produces an estimate of Y at any requested value of X (not only the ones in the 𝑖 , 𝑦𝑖} data). A kernel function is used to assign weights to be put on values in the data near X in estimating Y.