Metadata-Version: 1.0
Name: CausalInference
Version: 0.0.2
Summary: Causal Inference for Python
Home-page: https://github.com/laurencium/CausalInference
Author: Laurence Wong
Author-email: laurencium@gmail.com
License: LICENSE.txt
Description: CausalInference
        ===============
        
        CausalInference is a Python implementation of statistical and econometric
        methods in the field variously known as Causal Inference, Program Evaluation, 
        and Treatment Effect Analysis.
        
        The project was started in early 2015 by Laurence Wong as a personal side
        project, and is still in early development stage. It is distributed under
        the 3-Clause BSD license.
        
        Main Features
        =============
        
        * Estimation of propensity score
        * Assessment of overlap in covariate distributions
        * Improvement of covariate balance through trimming
        * Subclassification on propensity score
        * Estimation of treatment effects via matching, blocking, weighting, and
        least squares
        
        
Platform: UNKNOWN
