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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...
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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...
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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...
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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...
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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...
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10/18/2021
Comparative Methods for the Analysis of Cluster Randomized Trials
Across research disciplines, cluster randomized trials (CRTs) are common...
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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...
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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...
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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...
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09/07/2018
A Primer on Causality in Data Science
Many questions in Data Science are fundamentally causal in that our obje...
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07/25/2018
