1 citations · 2 across the 6 of their papers we have counts for
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"Within-trial" prognostic score adjustment is targeted maximum likelihood estimation
Emilie Højbjerre-Frandsen, Alejandro Schuler
Adjustment for ``super'' or ``prognostic'' composite covariates has become more popular in randomized trials recently. These prognostic covariates are often constructed from histor…
A Non-Parametric Sensitivity Analysis for Bounding Bias in Hybrid Control Trials
Alissa Gordon, Emilie Højbjerre-Frandsen, Alejandro Schuler
We study hybrid control trials (HCTs), in which a randomized controlled trial (RCT) is augmented with external control patients. Existing approaches for HCTs typically assume condi…
Powering RCTs for marginal effects with GLMs using prognostic score adjustment
Emilie Højbjerre-Frandsen, Mark J. van der Laan, Alejandro Schuler
In randomized clinical trials (RCTs), the accurate estimation of marginal treatment effects is crucial for determining the efficacy of interventions. Enhancing the statistical powe…
RieszBoost: Gradient Boosting for Riesz Regression
Kaitlyn J. Lee, Alejandro Schuler
Answering causal questions often involves estimating linear functionals of conditional expectations, such as the average treatment effect or the effect of a longitudinal modified t…