19 citations · 43 across the 11 of their papers we have counts for
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stat.ME2021
Incorporating baseline covariates to validate surrogate endpoints with a constant biomarker under control arm
Emily Roberts, Michael Elliott, Jeremy M. G. Taylor
A surrogate endpoint S in a clinical trial is an outcome that may be measured earlier or more easily than the true outcome of interest T. In this work, we extend causal inference a…
stat.ME2021
Robust Bayesian Inference for Big Data: Combining Sensor-based Records with Traditional Survey Data
Ali Rafei, Carol A. C. Flannagan, Brady T. West +1
Big Data often presents as massive non-probability samples. Not only is the selection mechanism often unknown, but larger data volume amplifies the relative contribution of selecti…