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Instrumental Variable validity
March 29, 2024, 7:40 p.m. | /u/Amazing_Alarm6130
Data Science www.reddit.com
1- IV should be independent of u (low correlation)
2- IV and outcome should be dependent (high correlation)
3- IV and outcome should be independent given TREAT (low partial correlation)
To verify those assumptions I calculated correlations and partial correlations. Surprisingly IV and OUTCOME are strongly correlated (partial …
big correlation datascience dowhy graph independent inference knowledge low the graph variables
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