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 A. Bartoń; Colin Michael Beale; Simone Ciuti; Jane Elith; Katharina Gerstner; Jerome Guelat; Petr Keil; Jose J. Lahoz-Monfort; Laura J. Pollock; Björn Reineking; David R. Roberts; Boris Schröder; Wilfried Thuiller; David I. Warton; Brendan A. Wintle; Simon N. Wood; Rafael O. Wuest; Florian Hartig

doi:10.1002/ecm.1309

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 A. Bartoń, Colin Michael Beale, Simone Ciuti, Jane Elith, Katharina Gerstner, Jerome Guelat, Petr Keil, Jose 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. Wuest, Florian Hartig

Biology

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	485-504
Number of pages	20
Journal	Ecological Monographs
Volume	88
Issue number	4
Early online date	2 May 2018
DOIs	https://doi.org/10.1002/ecm.1309
Publication status	Published - 1 Nov 2018

Bibliographical note

© 2018 Ecological Society of America. All rights reserved. This is an author-produced version of the published paper. Uploaded in accordance with the publisher’s self-archiving policy. Further copying may not be permitted; contact the publisher for details.

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Beale CombiningModels5_final
© 2018 Ecological Society of America. All rights reserved. This is an author-produced version of the published paper. Uploaded in accordance with the publisher’s self-archiving policy. Further copying may not be permitted; contact the publisher for details. .
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Cite this

Dormann, C. F., Calabrese, J. M., Guillera-Arroita, G., Matechou, E., Bahn, V., Bartoń, K. A., Beale, C. M., Ciuti, S., Elith, J., Gerstner, K., Guelat, J., Keil, P., Lahoz-Monfort, J. J., Pollock, L. J., Reineking, B., Roberts, D. R., Schröder, B., Thuiller, W., Warton, D. I., ... Hartig, F. (2018). Model averaging in ecology: a review of Bayesian, information-theoretic and tactical approaches for predictive inference. Ecological Monographs, 88(4), 485-504. https://doi.org/10.1002/ecm.1309

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author = "Dormann, {Carsten F.} and Calabrese, {Justin M.} and Gurutzeta Guillera-Arroita and Eleni Matechou and Volker Bahn and Barto{\'n}, {Kamil A.} and Beale, {Colin Michael} and Simone Ciuti and Jane Elith and Katharina Gerstner and Jerome Guelat and Petr Keil and Lahoz-Monfort, {Jose J.} and Pollock, {Laura J.} and Bj{\"o}rn Reineking and Roberts, {David R.} and Boris Schr{\"o}der and Wilfried Thuiller and Warton, {David I.} and Wintle, {Brendan A.} and Wood, {Simon N.} and Wuest, {Rafael O.} and Florian Hartig",

note = "{\textcopyright} 2018 Ecological Society of America. All rights reserved. This is an author-produced version of the published paper. Uploaded in accordance with the publisher{\textquoteright}s self-archiving policy. Further copying may not be permitted; contact the publisher for details.",

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Dormann, CF, Calabrese, JM, Guillera-Arroita, G, Matechou, E, Bahn, V, Bartoń, KA, Beale, CM, Ciuti, S, Elith, J, Gerstner, K, Guelat, J, Keil, P, Lahoz-Monfort, JJ, Pollock, LJ, Reineking, B, Roberts, DR, Schröder, B, Thuiller, W, Warton, DI, Wintle, BA, Wood, SN, Wuest, RO & Hartig, F 2018, 'Model averaging in ecology: a review of Bayesian, information-theoretic and tactical approaches for predictive inference', Ecological Monographs, vol. 88, no. 4, pp. 485-504. https://doi.org/10.1002/ecm.1309

TY - JOUR

T1 - Model averaging in ecology:

T2 - a review of Bayesian, information-theoretic and tactical approaches for predictive inference

AU - Dormann, Carsten F.

AU - Calabrese, Justin M.

AU - Guillera-Arroita, Gurutzeta

AU - Matechou, Eleni

AU - Bahn, Volker

AU - Bartoń, Kamil A.

AU - Beale, Colin Michael

AU - Ciuti, Simone

AU - Elith, Jane

AU - Gerstner, Katharina

AU - Guelat, Jerome

AU - Keil, Petr

AU - Lahoz-Monfort, Jose J.

AU - Pollock, Laura J.

AU - Reineking, Björn

AU - Roberts, David R.

AU - Schröder, Boris

AU - Thuiller, Wilfried

AU - Warton, David I.

AU - Wintle, Brendan A.

AU - Wood, Simon N.

AU - Wuest, Rafael O.

AU - Hartig, Florian

N1 - © 2018 Ecological Society of America. All rights reserved. This is an author-produced version of the published paper. Uploaded in accordance with the publisher’s self-archiving policy. Further copying may not be permitted; contact the publisher for details.

PY - 2018/11/1

Y1 - 2018/11/1

U2 - 10.1002/ecm.1309

DO - 10.1002/ecm.1309

M3 - Article

SN - 0012-9615

VL - 88

SP - 485

EP - 504

JO - Ecological Monographs

JF - Ecological Monographs

IS - 4

ER -