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math.ST2021★ 4 cited
Sequential causal inference in a single world of connected units
Aurelien Bibaut, Maya Petersen, Nikos Vlassis +2
We consider adaptive designs for a trial involving N individuals that we follow along T time steps. We allow for the variables of one individual to depend on its past and on the pa…
math.ST2018
Robust variance estimation and inference for causal effect estimation
Linh Tran, Maya Petersen, Joshua Schwab +1
We consider a longitudinal data structure consisting of baseline covariates, time-varying treatment variables, intermediate time-dependent covariates, and a possibly time dependent…