Model averaging in ecology: a review of Bayesian, information-theoretic, and tactical approaches for predictive inference

Carsten F. Dormann, Justin M. Calabrese, Gurutzeta Guillera-Arroita, Eleni Matechou, Volker Bahn, Kamil Bartoń, Colin M. Beale, Simone Ciuti, Jane Elith, Katharina Gerstner, Jérôme Guelat, Petr Keil, José J. Lahoz-Monfort, Laura J. Pollock, Björn Reineking, David R. Roberts, Boris Schröder, Wilfried Thuiller, David I. Warton, Brendan A. WintleSimon N. Wood, Rafael O. Wüest, Florian Hartig

Research output: Contribution to journalReview articlepeer-review

Original languageEnglish
Pages (from-to)485-504
Number of pages20
JournalEcological Monographs
Volume88
Issue number4
DOIs
StatePublished - Nov 1 2018

ASJC Scopus Subject Areas

  • Ecology, Evolution, Behavior and Systematics

Keywords

  • AIC weights
  • ensemble
  • model averaging
  • model combination
  • nominal coverage
  • prediction averaging
  • uncertainty
  • AIC weights, ensemble, model averaging, model combination, nominal coverage, prediction averaging, uncertainty

Disciplines

  • Biology
  • Life Sciences
  • Medical Sciences
  • Medicine and Health Sciences
  • Systems Biology

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