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Multi-species distribution modeling using penalized mixture of regressions

Hui, Francis; Warton, David I.; Foster, Scott D

Description

Multi-species distribution modeling, which relates the occurrence of multiple species to environmental variables, is an important tool used by ecologists for both predicting the distribution of species in a community and identifying the important variables driving species co-occurrences. Recently, Dunstan, Foster and Darnell [ Ecol. Model. 222 (2011) 955–963] proposed using finite mixture of regression (FMR) models for multi-species distribution modeling, where species are clustered based on...[Show more]

CollectionsANU Research Publications
Date published: 2015
Type: Journal article
URI: http://hdl.handle.net/1885/153388
Source: Annals of Applied Statistics
DOI: 10.1214/15-AOAS813

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