The Annals of Applied Statistics

Random survival forests

2008 · 2.3K citations · Full text

Epidemiology, Engineering, Machine Learning +15

Pathwise coordinate optimization

Jerome H. Friedman, Trevor Hastie, Holger Höfling et al. · 2007 · 1.9K citations · Full text

Geometric Modeling, Parametric Programming, Image Analysis +15

A weakly informative default prior distribution for logistic and other regression models

2008 · 1.7K citations · Full text

Engineering, Logistic Regression Models, Data Science +8

BART: Bayesian additive regression trees

2010 · 1.4K citations · Full text

Predictive learning via rule ensembles

Jerome H. Friedman, Bogdan Popescu · 2008 · 1.2K citations · Full text

Simple Rules, Engineering, Machine Learning +20