Exploratory Bayesian Analysis

Exploratory Bayesian analysis with MCMC simulations can be done in DSS using a Jupyter notebook template.

This capability is provided by the “Exploratory Bayesian Analysis” plugin, which you need to install. Please see Installing plugins.

How To Use

The notebook template is available by selecting a dataset, go to “Lab”, and in the notebooks section, choosing the appropriate pre-defined template.

The notebook content is mostly self-explanatory, but it should not be executed in one single run of all the cells, it was designed so that the user is guided to build his own probabilistic model that will vary depending on the use-case and the data itself.