Variable selection and accurate predictions in habitat modelling: a shrinkage approach

Author:

Authier Matthieu12,Saraux Claire3,Péron Clara42

Affiliation:

1. Observatoire PELAGIS UMS 3462, Univ. de La Rochelle; La Rochelle France

2. Écologie Spatiale des Populations, Centre d'Écologie Fonctionnelle et Évolutive; Montpellier France

3. Ifremer (Inst. Français de Recherche pour l'Exploitation de la Mer); UMR MARBEC Sète France

4. Inst. for Marine and Antarctic Studies; Univ. of Tasmania and Australian Antarctic Division; Kingston TAS Australia

Publisher

Wiley

Subject

Ecology, Evolution, Behavior and Systematics

Reference68 articles.

1. Ensemble forecasting of species distributions;Araújo;Trends Ecol. Evol,2007

2. Species distribution models and ecological theory: a critical assessment and some possible new approaches;Austin;Ecol. Model,2007

3. What you see may not be what you get: a brief, non-technical introduction to overfitting in regression-type models;Babyak;Psychosom. Med,2004

4. Can niche-based distribution models outperform spatial interpolation? - Global Ecol;Bahn;Biogeogr,2007

5. Testing the predictive performance of distribution models;Bahn;Oikos,2013

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