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Extending the Statistical Toolbox @ BSI PhD-Day 2019

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This is the repository of Extending the Statistical Toolbox @ BSI PhD-Day 2019.

  1. The PowerPoint Slides as PPTX and PDF
  2. R-code producing the plots used on the slides
  3. Additional material (R-code and ready-to-read .html version) on Bayesian Mixed-Effects Models in brms. The material has more information than is mentioned on the slides. More extensive slides on this topic (that contain all the topics mentioned in the material) can be found HERE.

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Reading List

Introduction to Bayesian Statistics

Books

Papers and Tutorials

brms specific

On the topics mentioned in the presentation

Critique of current implementation of NHST

Why Bayes Factors are Better...

...But why they are Not

Problems with Bayes Factors

Seeming advantages are often also possible in the Frequentist Framework

Beyond NHST and Bayes Factors

Stay Tuned

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