Kernel Optimal Matching is extended to estimate any generalized average treatment effect, including a new data-chosen estimand, KOWATE, with worst-case optimal balancing and root-n consistency.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ME 1years
2019 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Optimal Estimation of Generalized Average Treatment Effects using Kernel Optimal Matching
Kernel Optimal Matching is extended to estimate any generalized average treatment effect, including a new data-chosen estimand, KOWATE, with worst-case optimal balancing and root-n consistency.