Learn multilevel models workshop

June 4, 2021
Andrew Ellis

Estimating a Bayes factor using bridge sampling

multilevel models
Bayes factor

A general method for estimating Bayes factors
June 4, 2021
Andrew Ellis

Model comparison

multilevel models
LOO
R squared

Using loo (approximate leave-one-out-cross-validation) and Bayesian R squared
May 29, 2021
Andrew Ellis

Estimating a Bayes factor using the Savage-Dickey density ratio

multilevel models
Bayes factor

For a simple mean comparison
May 29, 2021
Andrew Ellis

Multilevel formula syntax

multilevel models

Extended multilevel formula syntax and types of clusters
May 28, 2021
Andrew Ellis

Multilevel models

multilevel models

Parameter estimation in clustered data
May 23, 2021
Andrew Ellis

An Introduction to brms

wokflow
data analysis

Using `brms` for parameter estimation: A walkthrough
May 22, 2021
Andrew Ellis

A Principled Bayesian Workflow

wokflow
data analysis

Steps in Bayesian Data Analysis
May 21, 2021
Andrew Ellis

Zoom links

Course dates and Zoom links.

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Learn multilevel models workshop

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Text and figures are licensed under Creative Commons Attribution CC BY 4.0. Source code is available at https://github.com/awellis/learnmultilevelmodels, unless otherwise noted. The figures that have been reused from other sources don't fall under this license and can be recognized by a note in their caption: "Figure from ...".