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notes from ecology, evolution and statistics by Florian Hartig

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Tag Archives: Species distribution models (SDMs)

Special Issue: The ecological niche as a window to biodiversity

The print version of our special issue “The ecological niche as a window to biodiversity” has just been published by the Journal of Biogeography. As pointed out by Steve Higgins, Christine Römermann, and Bob O’Hara in their introduction to the special issue: The papers in this special issue arose from two workshops entitled ‘The ecological…

November 24, 2012 in Biogeography, Ecology.

Inference with process-oriented species distribution models

It seems that the final publication of our special issue on species distribution models and the niche is drawing nearer, and to bridge the time for the (admittedly, probably sizable) group of those are checking their RSS feeds daily in expectation of this event, I would like to highlight three other papers of this special…

September 15, 2012 in Bayesian, Biogeography, Ecology, Statistics.

Connecting dynamic vegetation models to data – an inverse perspective

Our new perspective paper on “Connecting dynamic vegetation models to data – an inverse perspective” is now available online at the Journal of Biogeography (see also this post by my coauthor James Dyke). The paper is a part of a special issue on distribution models “The ecological niche as a window to biodiversity” that will…

August 23, 2012 in Bayesian, Biogeography, Ecology.

Spatial autocorrelation in statistical models – friend or foe?

There is this confusion about the treatment of spatial autocorrelation in statistical models, which is highlighted somewhat involuntarily, but interestingly as I find, in a recent article by Bradford Hawkins in the Journal of Biogeography and a reply by Ingolf Kühn and Carsten Dorman which just came out in May’s issue of the same journal.…

May 12, 2012 in Biogeography, Statistics.

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Academic journals Academic life Academic publishing Approximate bayesian computation (ABC) Article retraction Bayesian basics Bayesian inference Bayesian statistics Bibliometrics Big data Carsten Dormann Climate change Coexistence mechanisms Conservation biology DHARMa Diversity patterns Dynamic vegetation models (DVMs) Ecological modeling Ecosystem services Extinction risk Forest models Freiburg Generalized linear mixed model (GLMM) Hierachical Bayesian impact factor Individual-based models intractable likelihood Inverse modelling ISI JAGS Journal Citation Report Journal of Biogeography mcmc Model selection Nature open access OpenBugs Open data Peer review Phylogenetics pnas power law Psychology Publications Florian Hartig Reproducibility Residual diagnostics Science mag Scientific writing Scientometrics Simulation-based inference Special issue: the niche as a window to biodiversity Speciation Species distribution models (SDMs) State space models statistical inference Statistics stochastic simulation Submitted to R-bloggers Summer school Bayesian statistics Teaching

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