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09/15/2022
Avoiding Biased Clinical Machine Learning Model Performance Estimates in the Presence of Label Selection
When evaluating the performance of clinical machine learning models, one...
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06/30/2021
Assignment-Control Plots: A Visual Companion for Causal Inference Study Design
An important step for any causal inference study design is understanding...
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02/16/2020
Understanding the spatial burden of gender-based violence: Modelling patterns of violence in Nairobi, Kenya through geospatial information
We present statistical techniques for analyzing global positioning syste...
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02/16/2020
Combining Observational and Experimental Datasets Using Shrinkage Estimators
We consider the problem of combining data from observational and experim...
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01/08/2020
Stratified Pilot Matching in R: The stratamatch Package
In a block-randomized controlled trial, individuals are subdivided by pr...
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08/24/2019
Using the Prognostic Score to Reduce Heterogeneity in Observational Studies
In large sample observational studies, the control population often grea...
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04/20/2018