Bayesian analysis workflow – advanced course on Bayesian models

Mercredi 08 Juillet 2020, 11:00 to 16:00
Organisation: 
Labex EFL
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.