A hybrid causal ML approach using double/debiased machine learning and hierarchical Bayes with geospatial features estimates supply incrementality effects on marketplace outcomes such as total bookings.
Moral hazard, wildfires, and the economic incidence of natural disasters
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Estimating Supply Incrementality in Two-sided Marketplaces: A Causal Machine Learning Approach
A hybrid causal ML approach using double/debiased machine learning and hierarchical Bayes with geospatial features estimates supply incrementality effects on marketplace outcomes such as total bookings.