Spatial leave-one-out cross-validation for variable selection in the presence of spatial autocorrelation

Comparison of regression methods for spatially-autocorrelated count data on regularly- and irregularly-spaced locations

(2014) Yannick Saas et al.   ECOGRAPHY

Accounting for spatial autocorrelation from model selection to statistical inference: Application to a national survey of a diurnal raptor

(2012) Kévin Le Rest et al.   Ecological Informatics

Cross-validation of species distribution models: removing spatial sorting bias and calibration with a null model

(2012) Robert J. Hijmans   ECOLOGY

Dimension reduction and alleviation of confounding for spatial generalized linear mixed models

(2012) John Hughes et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Testing the predictive performance of distribution models

(2012) Volker Bahn et al.   OIKOS

Adding Spatially-Correlated Errors Can Mess Up the Fixed Effect You Love

(2010) James S. Hodges et al.   AMERICAN STATISTICIAN

Spatial and seasonal distribution of adult Oithona similis in the Southern Ocean: Predictions using boosted regression trees

(2010) Matt H. Pinkerton et al.   DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS

Regression analysis of spatial data

(2010) Colin M. Beale et al.   ECOLOGY LETTERS

The Importance of Scale for Spatial-Confounding Bias and Precision of Spatial Regression Estimators

(2010) Christopher J. Paciorek   STATISTICAL SCIENCE

Comment on “Methods to account for spatial autocorrelation in the analysis of species distributional data: a review”

(2009) Matthew G. Betts et al.   ECOGRAPHY

Coefficient shifts in geographical ecology: an empirical evaluation of spatial and non-spatial regression

(2009) L. Mauricio Bini et al.   ECOGRAPHY

Combining spatial and phylogenetic eigenvector filtering in trait analysis

(2009) Ingolf Kühn et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Model selection and information theory in geographical ecology

(2008) José Alexandre Felizola Diniz-Filho et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY