Computational methods for local regression

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

Generalized Additive Models.

Richard A. Brown, Trevor Hastie, Robert Tibshirani · Biometrics · 1991 · 8.3K citations

Multivariate Adaptive Regression Splines

Jerome H. Friedman · The Annals of Statistics · 1991 · 8.1K citations · Full text

Natural Sciences, Biostatistics, Data Analytics +16

Generalized Additive Models.

Robert A. Koyak, T. J. Hastie, Ryan J. Tibshirani · Journal of the American Statistical Association · 1991 · 7.7K citations

An Algorithm for Finding Best Matches in Logarithmic Expected Time

Jerome H. Friedman, Jon Bentley, Raphael A. Finkel · ACM Transactions on Mathematical Software · 1977 · 2.8K citations · Full text

Computing, Computer Science, Mathematics +7