Examining non-linear associations between population density and waist-hip ratio: An application of gradient boosting decision trees

Greedy function approximation: A gradient boosting machine.

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

Computing, Computer Science, Mathematics +17

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Zigang Lu · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2010 · 12.8K citations

Computing, Computer Science, Data Science +12

Global, regional, and national prevalence of overweight and obesity in children and adults during 1980–2013: a systematic analysis for the Global Burden of Disease Study 2013

Marie Ng, Tom Fleming, Margaret S. Robinson et al. · The Lancet · 2014 · 12.1K citations · Full text

Public Health, Child Health, Public Health Nutrition +14

Health Effects of Overweight and Obesity in 195 Countries over 25 Years

New England Journal of Medicine · 2017 · 7.9K citations · Full text

Public Health, Health Policy, Epidemiology +15

A working guide to boosted regression trees

Jane Elith, John R. Leathwick, Trevor Hastie · Journal of Animal Ecology · 2008 · 6.5K citations · Full text

Computing, Biostatistics, Ecology +14