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Methods for inferring Causality
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 UnsplashIn 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
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