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Bayesian analysis workflow – advanced course on Bayesian models
Mercredi 08 Juillet 2020, 11:00 to 16:00
Lieu:
LLF – Bât. ODG – 5e étage – Salle du conseil (533)
Yair Haendler (LLF)
Bayesian analysis workflow – advanced course on Bayesian models
Topics:
- Model building.
- Prior predictive checks – whether the priors are plausible with regard to reality.
- Computational faithfulness of the model.
- Testing model sensitivity.
- Posterior predictive checks – whether the model captures the data well.
- Bayes factor analysis to check the evidence for a particular effect.
Requisites: Previous experience fitting and interpreting Bayesian mixed-effects models.