Cross-validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure

David R. Roberts; Volker Bahn; Simone Ciuti; Mark S. Boyce; Jane Elith; Gurutzeta Guillera-Arroita; Severin Hauenstein; José J. Lahoz-Monfort; Boris Schröder; Wilfried Thuiller; David I. Warton; Brendan A. Wintle; Florian Hartig; Carsten F. Dormann

doi:10.1111/ecog.02881

Cross-validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure

David R. Roberts
, Volker Bahn
, Simone Ciuti
, Mark S. Boyce
, Jane Elith
, Gurutzeta Guillera-Arroita
, Severin Hauenstein
, José J. Lahoz-Monfort
, Boris Schröder
, Wilfried Thuiller
, David I. Warton
, Brendan A. Wintle
, Florian Hartig
, Carsten F. Dormann

Research output: Contribution to journal › Review article › peer-review

Original language	English
Pages (from-to)	913-929
Number of pages	17
Journal	Ecography
Volume	40
Issue number	8
DOIs	https://doi.org/10.1111/ecog.02881
State	Published - Aug 2017
Externally published	Yes

ASJC Scopus Subject Areas

Ecology, Evolution, Behavior and Systematics

Access to Document

10.1111/ecog.02881

Cite this

Roberts, D. R., Bahn, V., Ciuti, S., Boyce, M. S., Elith, J., Guillera-Arroita, G., Hauenstein, S., Lahoz-Monfort, J. J., Schröder, B., Thuiller, W., Warton, D. I., Wintle, B. A., Hartig, F., & Dormann, C. F. (2017). Cross-validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure. Ecography, 40(8), 913-929. https://doi.org/10.1111/ecog.02881

@article{55e0cde599c94cb4a4d6c71c3d1bac99,

title = "Cross-validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure",

author = "Roberts, \{David R.\} and Volker Bahn and Simone Ciuti and Boyce, \{Mark S.\} and Jane Elith and Gurutzeta Guillera-Arroita and Severin Hauenstein and Lahoz-Monfort, \{Jos{\'e} J.\} and Boris Schr{\"o}der and Wilfried Thuiller and Warton, \{David I.\} and Wintle, \{Brendan A.\} and Florian Hartig and Dormann, \{Carsten F.\}",

note = "Publisher Copyright: {\textcopyright} 2016 The Authors",

year = "2017",

month = aug,

doi = "10.1111/ecog.02881",

language = "English",

volume = "40",

pages = "913--929",

journal = "Ecography",

issn = "0906-7590",

number = "8",

}

TY - JOUR

T1 - Cross-validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure

AU - Roberts, David R.

AU - Bahn, Volker

AU - Ciuti, Simone

AU - Boyce, Mark S.

AU - Elith, Jane

AU - Guillera-Arroita, Gurutzeta

AU - Hauenstein, Severin

AU - Lahoz-Monfort, José J.

AU - Schröder, Boris

AU - Thuiller, Wilfried

AU - Warton, David I.

AU - Wintle, Brendan A.

AU - Hartig, Florian

AU - Dormann, Carsten F.

PY - 2017/8

Y1 - 2017/8

UR - https://www.scopus.com/pages/publications/85014318718

UR - https://www.scopus.com/pages/publications/85014318718#tab=citedBy

U2 - 10.1111/ecog.02881

DO - 10.1111/ecog.02881

M3 - Review article

AN - SCOPUS:85014318718

SN - 0906-7590

VL - 40

SP - 913

EP - 929

JO - Ecography

JF - Ecography

IS - 8

ER -

Cross-validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure

ASJC Scopus Subject Areas

Access to Document

Other files and links

Cite this