Metadata-Version: 2.1
Name: censor-fix
Version: 0.0.3
Summary: A library for multiple imputation of censored data
Home-page: UNKNOWN
Author: Rowan Swiers
Author-email: rowan.swiers@astrazeneca.com
License: MIT
Description: ## CensorFix
        
        [![Documentation Status](https://readthedocs.org/projects/censor-fix/badge/?version=latest)](https://censor-fix.readthedocs.io/en/latest/?badge=latest)
        
        [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
        
        
        Example Notebook and API and documentation are available [here](https://censor-fix.readthedocs.io/en/latest/)
        
        
        ### A library for multiple imputation of censored data.
        
        This software performs multiple imputation on censored data using the probabilistic programming langauge Stan. 
        The library fits a distributions to censored data and produces imputations based on the results.
        
        How to use:
        
        The data is assumed to have a normal distribution unless stated otherwise but there are options for the data to be uniform,t-distributed or exponential.Consider preprocessing using a power transform such as sklearn.reprocessing.power_transform before applying the algorithm.
        
        
        
        
Platform: UNKNOWN
Requires-Python: >=3.5
Description-Content-Type: text/markdown
