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stat.ME2021★ 1 cited
Assignment-Control Plots: A Visual Companion for Causal Inference Study Design
Rachael C. Aikens, Michael Baiocchi
An important step for any causal inference study design is understanding the distribution of the treated and control subjects in terms of measured baseline covariates. However, not…
stat.ME2019
A Pilot Design for Observational Studies: Using Abundant Data Thoughtfully
Rachael C. Aikens, Dylan Greaves, Michael Baiocchi
Observational studies often benefit from an abundance of observational units. This can lead to studies that -- while challenged by issues of internal validity -- have inferences de…