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08/10/2023
Bayesian Record Linkage with Variables in One File
In many healthcare and social science applications, information about un...
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12/01/2020
A Bayesian Approach to Linking Data Without Unique Identifiers
Existing file linkage methods may produce sub-optimal results because th...
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05/18/2020
A Bayesian Multi-Layered Record Linkage Procedure to Analyze Functional Status of Medicare Patients with Traumatic Brain Injury
Understanding the association between injury severity and patients' pote...
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01/17/2020
Approximate Bayesian Bootstrap Procedures to Estimate Multilevel Treatment Effects in Observational Studies with Application to Type 2 Diabetes Treatment Regimens
Randomized clinical trials are considered the gold standard for estimati...
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09/01/2018
Matching Algorithms for Causal Inference with Multiple Treatments
Randomized clinical trials (RCTs) are ideal for estimating causal effect...
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09/01/2018
Matching Estimators for Causal Effects of Multiple Treatments
Matching estimators for average treatment effects are widely used in the...
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04/14/2018