Concepedia

Comparative performance of generalized additive models and boosted regression trees for statistical modeling of incidental catch of wahoo (Acanthocybium solandri) in the Mexican tuna purse-seine fishery

Raúl O. Martínez‐Rincón, Sofia Ortega‐García, Juan Guillermo Vaca-Rodrı́guez

Ecological Modelling · 2012 · 57 citations · 23 references

DOI

Concepts

References

23

R: A Language and Environment for Statistical Computing

R Core Team · 2000 · 353K citations · Full text

, , +10

Greedy function approximation: A gradient boosting machine.

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

, , +17

Fast Stable Restricted Maximum Likelihood and Marginal Likelihood Estimation of Semiparametric Generalized Linear Models

Simon N. Wood · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2010 · 7.6K citations · Full text

, , +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

, , +14

Multiple additive regression trees with application in epidemiology

Jerome H. Friedman, Jacqueline J. Meulman · Statistics in Medicine · 2003 · 799 citations

, , +16