Vidaurre, Diego; Bielza, Concha; Larrañaga, Pedro - In: Computational Statistics 27 (2012) 3, pp. 531-550
Locally weighted regression is a technique that predicts the response for new data items from their neighbors in the … approach with locally weighted regression to achieve sparse models. Specifically, the lasso is a shrinkage and selection method …