Day 1 (Monday) 31 May
Time | Topic | Teacher(s) |
8:30 – 9:30 | Registration | |
9:30 – 9:45 | Welcome greetings | Valentina Moro |
9:45 – 10:45 | The probabilistic mechanism of updating information: an introduction | Fabio Spizzichino |
10:45 – 11:00 | Coffee break | |
11:00 – 12:30 | Bayes Your Way Out of the Rationality Conundrum | Massimiliano Badino |
12:30 – 14:00 | Lunch break | |
14:00 – 15:00 | Conditional independence and sufficient partitions | Fabio Spizzichino |
15:00 – 16:00 | Markov Chain Monte Carlo | Michele Scandola |
16:00 – 16:30 | Coffee break | |
16:30 – 18:00 | Bayesian statistics for Virtual Reality studies in psychology and cognitive neuroscience | Mel Slater |
Day 2 (Tuesday) 1 June
Time | Topic | Teacher(s) |
9:00 – 11:00 | Basic Bayesian ideas and model comparison | Richard Morey |
11:00 – 11:20 | Coffee break | |
11:20 – 13:00 | Bayesian analysis using BayesFactor | Richard Morey |
13:00 – 14:30 | Lunch break + Poster Session | |
14:30 – 15:30 | Practical BayesFactor in your analysis pipeline | Richard Morey |
15:30 – 15:45 | Coffee break | |
15:45 – 18:00 | Hands-on workshop | Richard Morey |
Day 3 (Wednesday) 2 June
Time | Topic | Teacher(s) |
9:00 – 10:00 | A user-friendly software to start with Bayesian Analysis. The basics of JASP | Daniele Romano |
10:00 – 11:00 | The brms package and (generalized) linear multilevel models | Michele Scandola Marco Tullio Liuzza |
11:00 – 11:20 | Coffee break | |
11:20 – 13:00 | Bayesian approaches to psychometrics using brms | Marco Tullio Liuzza |
13:00 – 14:30 | Lunch break | |
14:30 – 15:15 | Bayesian approaches to psychometrics using brms | Marco Tullio Liuzza |
15:15 – 15:30 | Coffee break | |
15:30 – 18:00 | Hands-on Workshop | Marco Tullio Liuzza Daniele Romano Michele Scandola |
Day 4 (Thursday) 3 June
Time | Topic | Teacher(s) |
9:00 – 11:00 | Writing your own Bayesian Model: JAGS and STAN (first part) | Michele Scandola |
11:00 – 11:20 | Coffee break | |
11:20 – 13:00 | Writing your own Bayesian Model: JAGS and STAN (second part) | Michele Scandola |
13:00 – 14:00 | Lunch break | |
14:00 – 15:00 | Writing your own Bayesian Model: JAGS and STAN (third part) | Michele Scandola |
15:00 – 15:30 | Coffee break | |
15:30 – 17:00 | Hands-on workshop | Michele Scandola Marco Tullio Liuzza Daniele Romano |
17:00 – 18:00 | The bmscstan package: Bayesian Multilevel Single Case analysis | Daniele Romano Michele Scandola |
Day 5 (Friday) 4 June
Time | Topic | Teacher(s) |
9:00 – 10:30 | Bayesian updating in the brain: analytical approaches in behavioural designs and applications to computational psychiatry | Rosalyn Moran |
10:30 – 10:40 | Coffee break | |
10:40 – 11:30 | An introduction to Model fitting in Nonlinear Settings | Rosalyn Moran |
11:30 – 13:00 | Predictive Codes in the Brain & Emergence from Variational Bayes | Rosalyn Moran |
13:00 – 14:30 | Lunch break | |
14:30 – 15:30 | Dynamic Causal Modelling: an introduction (first part) | Rosalyn Moran |
15:00 – 15:30 | Coffee break | |
15:30 – 18:00 | Dynamic Causal Modelling for EEG (second part) | Rosalyn Moran |
Day 6 (Saturday) 5 June
Time | Topic | Teacher(s) |
9:00 – 10:30 | Group Studies using Bayesian Statistics | Rosalyn Moran |
10:30 – 10:40 | Coffee break | |
10:40 – 11:30 | DCM Practical I | Rosalyn Moran |
11:30 – 13:00 | DCM Practical II | Rosalyn Moran |