Model emulation and moment-independent sensitivity analysis: An application to environmental modelling

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

Computing, Computer Science, Mathematics +17

Classification and Regression Trees.

John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations

Computing, Computer Science, Mathematics +13

On Estimation of a Probability Density Function and Mode

Emanuel Parzen · The Annals of Mathematical Statistics · 1962 · 10.5K citations · Full text

Natural Sciences, Mathematics, Probability Theory +9

Classification and regression trees

J. Praagman · European Journal of Operational Research · 1985 · 10.2K citations

Computing, Computer Science, Machine Learning +10

Generalized Additive Models.

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