semvec/pypi-packages huggingface dataset:
bayestestimation 0.9.3
Class method for Bayesian estimation and comparison of means
License: MIT license
Requires Python: >=3.5
Keywords: bayestestimation

Class method for Bayesian estimation and comparison of means

* Free software: MIT license

Features
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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.