Tag Archives: Bayesian

Joint Species Distribution Models

Update: The paper is now available (free) from Methods in Ecology and Evolution. Update 2: In the tutorial on how to use this method, we refer to the file “fit.JSDM.r”. This is the R script on the journal website named, … Continue reading

Posted in CEED, Ecological models, New research, Probability and Bayesian analysis | Tagged , , , , , , , , , , , , | 11 Comments

Statistical inference in ecology

Update: a pdf of an updated version of this chapter is available here. If this post had a single take-home message, it would be this: whatever statistical method you use, make sure that you use and report it appropriately. I’m … Continue reading

Posted in New research, Probability and Bayesian analysis | Tagged , , , , , , , , , , , , , , | 22 Comments

Nate Silver would be more of a guru if Romney wins Florida

Nate Silver is a prediction guru (or perhaps a witch). He compiles data from polling results, that he weights by sample size and measures of historical reliability, to predict the winner of the US presidential election. He calculates the probability … Continue reading

Posted in Probability and Bayesian analysis | Tagged , , , , , | 4 Comments

Building Bayesian networks

Ever wondered what a Bayesian network is, and how to build one? Well, Ann Nicholson has provided a place to get started, with a post about how to model with Bayesian networks. The post includes a simple ecological example, and … Continue reading

Posted in Ecological models, Probability and Bayesian analysis | Tagged , , , , , , ,