research
∙
11/04/2022
Statistical Analysis Plan for Primary and Selected Secondary Health Endpoints of the SEARCH-Youth Study
This document provides the statistical analytic plan (SAP) for evaluatin...
share
research
∙
10/31/2022
Adaptive Selection of the Optimal Strategy to Improve Precision and Power in Randomized Trials
Benkeser et al. demonstrate how adjustment for baseline covariates in ra...
research
∙
08/19/2022
Blurring cluster randomized trials and observational studies using Two-Stage TMLE to address sub-sampling, missingness, and minimal independent units
Cluster randomized trials (CRTs) often enroll large numbers of participa...
research
∙
11/19/2021
Statistical Analysis Plan for Health Outcomes in Phase 1 of the SEARCH-IPT Study
This document provides the statistical analytic plan (SAP) for evaluatin...
research
∙
10/24/2021
Evaluating shifts in mobility and COVID-19 case rates in U.S. counties: A demonstration of modified treatment policies for causal inference with continuous exposures
Previous research has shown mixed evidence on the associations between m...
research
∙
10/18/2021
Comparative Methods for the Analysis of Cluster Randomized Trials
Across research disciplines, cluster randomized trials (CRTs) are common...
research
∙
10/12/2021
Evaluating the Impact of State-Level Public Masking Mandates on New COVID-19 Cases and Deaths in the United States: A Demonstration of the Causal Roadmap
At a national-level, we sought to investigate the effect of public maski...
research
∙
06/29/2021
Two-Stage TMLE to Reduce Bias and Improve Efficiency in Cluster Randomized Trials
Cluster randomized trials (CRTs) randomly assign an intervention to grou...
research
∙
10/24/2019
The covariate-adjusted residual estimator and its use in both randomized trials and observational settings
We often seek to estimate the causal effect of an exposure on a particul...
research
∙
09/07/2018
A Primer on Causality in Data Science
Many questions in Data Science are fundamentally causal in that our obje...
research
∙
07/25/2018