Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters
On 17 Apr, 2021 By admin 0 Comments
Causality
The Curse of Free-Will and the Paradox of Inevitable Regret
On 17 Apr, 2021 By admin 0 Comments
2013
Abstract
The paradox described below aims to clarify the principles by which empirical data are harnessed to guide decision making. It is motivated by the practical question of whether empirical assessments of the effect of treatment on the treated (ETT) can be useful for either policy evaluation or personal decisions.
Data versus Science: Contesting the Soul of Data-Science
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Tutorial Causal Fairness Analysis - Slides
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2021
Tutorial Causal Fairness Analysis
See video
Tutorial Causal Fairness Analysis - Video
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Causal Inference and Data Fusion in Econometrics
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March, 2021
Abstract
Estimating Identifiable Causal Effects through Double Machine Learning
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Simpson’s Paradox: A Singularity of Statistical and Inductive Inference
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What is Causal Inference?
On 11 Mar, 2021 By admin 0 Comments
Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution
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