Metadata-Version: 1.2
Name: bayestestimation
Version: 0.9.2
Summary: Class method for Bayesian estimation and comparison of means
Home-page: https://github.com/oli-chipperfield/bayestestimation
Author: Oliver Chipperfield
Author-email: omc0dev@gmail.com
License: MIT license
Description: 
        
        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 of 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 accessed just like using pystan directly
        
Keywords: bayestestimation
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Requires-Python: >=3.5
