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Aug, 2021
DoWhy:处理因果假设表述及验证的挑战
DoWhy: Addressing Challenges in Expressing and Validating Causal Assumptions
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Amit Sharma, Vasilis Syrgkanis, Cheng Zhang, Emre Kıcıman
TL;DR
DoWhy是一个基于因果图的框架,旨在明确表述因果假设并提供多个验证测试来检查这些假设的子集,以便更好地估计因果效应估计值。
Abstract
Estimation of
causal effects
involves crucial
assumptions
about the
data-generating process
, such as directionality of effect, presence of
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