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20082026
most citedComment: Performance of Double-Robust Estimators When ``Inverse Probability'' Weights Are Highly Variable

313 citations · 403 across the 14 of their papers we have counts for

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stat.ME2026

Difference-in-Differences for Heterogeneous Effects of General Treatment Strategies Accounting for Time-Varying Covariates

Oliver Dukes, Zach Shahn, James Robins +1

We introduce a class of marginal Structural Nested Mean Models (mSNMMs) that enable modeling time-varying effect modification by a subset of covariates required as adjustment varia…