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notes from ecology, evolution and statistics by Florian Hartig

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Tag Archives: Regression

DHARMa – an R package for residual diagnostics of GLMMs

I just released a small R package that I have been working on for a while. The motivation for this package came from the observation that I kept on receiving questions about residual checks for GLMMs. The problem that people have is that they have fitted their GLMM, maybe they tested it for overdispersion and…

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August 28, 2016 in Statistics.

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.

Most accessed

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  • DHARMa - an R package for residual diagnostics of GLMMs
  • MCMC chain analysis and convergence diagnostics with coda in R

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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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