Web: https://towardsdatascience.com/methods-for-inferring-causality-52e4144f6865?source=rss----7f60cf5620c9---4

Jan. 25, 2022, 5:42 p.m. | Zain Ahmed

Towards Data Science - Medium towardsdatascience.com

Matching, Propensity Weighing, Doubly Robust ML, Regression Discontinuity Design

Photo by Austin Distel on Unsplash

In our previous article Part 1: Getting started with Causal Inference, we covered the basics of causal inference and gave a lot of attention to Regression. We also discussed that regression is the not only way to close backdoors in causal estimation design. In this article, we are going to discuss some other methods, all aiming to achieve the same thing, that is, …

causal inference causality data science dowhy regression-discontinuity

Data Analytics and Technical support Lead

@ Coupa Software, Inc. | Bogota, Colombia

Data Science Manager

@ Vectra | San Jose, CA

Data Analyst Sr

@ Capco | Brazil - Sao Paulo

Data Scientist (NLP)

@ Builder.ai | London, England, United Kingdom - Remote

Senior Data Analyst

@ BuildZoom | Scottsdale, AZ/ San Francisco, CA/ Remote

Senior Research Scientist, Speech Recognition

@ SoundHound Inc. | Toronto, Canada