theoretical ecology

notes from ecology, evolution and statistics by Florian Hartig

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Tag Archives: Bayesian

The BayesianTools R package with general-purpose MCMC and SMC samplers for Bayesian statistics

This is a somewhat belated introduction of a package that we published on CRAN at the beginning of the year already, but I hadn’t found the time to blog about this earlier. In the R environment and beyond, a large number of packages exist that estimate posterior distributions via MCMC sampling, either for specific statistical models (e.g.…

October 5, 2017 in Bayesian, MCMC, Statistics.

International Summer School: Introduction to Bayesian Statistics 13. – 18. Sept 2015, Bergen, Norway

For a few years now, Jörn Pagel, Joseph Chipperfield, Björn Reineking (in the beginning) and I have been teaching an introductory summer school in Bayesian statistics. In previous years, we were in Bayreuth 2011 Bayreuth 2012, Göttingen 2013, Freiburg 2013 and Bergen 2014. This year, we will be again in Lygra, a beautiful field station…

July 5, 2015 in Bayesian, Ecology, Statistics.

Most accessed

  • A simple Metropolis-Hastings MCMC in R
  • JCR 2016 impact factors for the top 40 ecology journals
  • MCMC chain analysis and convergence diagnostics with coda in R
  • Spatial autocorrelation in statistical models - friend or foe?
  • Mediators, confounders, colliders - a crash course in causal inference

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Twitter Updates

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