8 citations · 14 across the 6 of their papers we have counts for
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stat.ME2022★ 1 cited
Sensitivity Analysis for Marginal Structural Models
Matteo Bonvini, Edward Kennedy, Valerie Ventura +1
We introduce several methods for assessing sensitivity to unmeasured confounding in marginal structural models; importantly we allow treatments to be discrete or continuous, static…
stat.ME2022★ 2 cited
Nonlinear Regression with Residuals: Causal Estimation with Time-varying Treatments and Covariates
Stephen Bates, Edward Kennedy, Robert Tibshirani +2
Standard regression adjustment gives inconsistent estimates of causal effects when there are time-varying treatment effects and time-varying covariates. Loosely speaking, the issue…