bayestestimation 0.9.3

Class method for Bayesian estimation and comparison of means

Class method for Bayesian estimation and comparison of means

• Free software: MIT license

Features

Class method that acts as a wrapper for a pystan formulation of a Bayesian ‘t-test’ using the BEST implementation.

• Estimates the posterior distributions of the mean and standard deviation parameters for two samples, A and B.

• Estimates the posterior distribution of the difference in mean parameters for two samples, A and B.

• Provides summary statistics and visualisations for the estimated parameters.

• The prior parameters, sample count, random seed, credible intervals, HDI and parameter names can all be customised.

• The stan model object and stan model fit object can be still accessed and edited using pystan methods directly.