Multivariate Locally Weighted Polynomial Fitting and Partial Derivative Estimation

Robust Locally Weighted Regression and Smoothing Scatterplots

William S. Cleveland · Journal of the American Statistical Association · 1979 · 10.9K citations

Computing, Visualization, Data Visualization +13

Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting

William S. Cleveland, Susan J. Devlin · Journal of the American Statistical Association · 1988 · 5.5K citations

Natural Sciences, Biostatistics, Econometrics +16

On Estimating Regression

É. A. Nadaraya · Theory of Probability and Its Applications · 1964 · 3.4K citations

Natural Sciences, Biostatistics, Statistical Modeling +12

Applied nonparametric regression

Choice Reviews Online · 1991 · 2.6K citations

Natural Sciences, Economics, Econometrics +15

Multivariate Locally Weighted Least Squares Regression

David Ruppert, M. P. Wand · The Annals of Statistics · 1994 · 1.1K citations

Natural Sciences, Biostatistics, Econometrics +16