https://wiki.thewiselab.org/docs/computational_modelling/Recent content in Computational modelling on Wise Lab WikiHugoenCopyright (c) 2020-2024 HyasMon, 01 Jan 0001 00:00:00 +0000https://wiki.thewiselab.org/docs/computational_modelling/general-best-practices/Mon, 01 Jan 0001 00:00:00 +0000https://wiki.thewiselab.org/docs/computational_modelling/general-best-practices/Building models If possible, build models using JAX Make sure code is modular and well-documented Components that could be reused should be made into functions Contribute model code to behavioural_modelling if appropriate Fitting models See this paper for some useful advice on fitting models Model parameters should be estimated using a hierarchical Bayesian approach, with posterior samples obtained using MCMC MCMC should be run using Numpyro (unless this isn’t possible for any reason) Posteriors should be checked using traceplots and other diagnostics (e.