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8edd5d3 · Sep 30, 2023

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bayesian_hierarchical_models

Implementation of Gibbs sampling to estimate the posterior distribution of the parameters of two different Bayesian hierarchical models (in the context of educational setting).

  • gibbs_without7.ipynb ---> model without covariates
  • gibbs_with7.ipynb ---> model with covariates

In addition, there are basic diagnostics of the convergence of the algorithms: trace plots and auto-correlation functions.