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02/13/2023
Single Proxy Control
Negative control variables are sometimes used in non-experimental studie...
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02/02/2023
Universal Difference-in-Differences for Causal Inference in Epidemiology
Difference-in-differences is without a doubt the most widely used method...
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07/23/2022
Alternative approaches for analysing repeated measures data that are missing not at random
We consider studies where multiple measures on an outcome variable are c...
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04/21/2022
Structural Nested Mean Models Under Parallel Trends Assumptions
In this paper, we generalize methods in the Difference in Differences (D...
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04/08/2022
Bespoke Instrumental Variables for Causal Inference
Many proposals for the identification of causal effects in the presence ...
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01/26/2022
Combining Experimental and Observational Data for Identification and Estimation of Long-Term Causal Effects
We consider the task of identifying and estimating the causal effect of ...
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06/04/2021