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09/11/2023
Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation
There are now many options for doubly robust estimation; however, there ...
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07/18/2023
Estimation of the Number Needed to Treat, the Number Needed to Expose, and the Exposure Impact Number with Instrumental Variables
The Number needed to treat (NNT) is an efficacy index defined as the ave...
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08/11/2022
Sensitivity Analysis of G-estimators to Invalid Instrumental Variables
Instrumental variables regression is a tool that is commonly used in the...
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12/27/2021
Sharp nonparametric bounds for decomposition effects with two binary mediators
In randomized trials, once the total effect of the intervention has been...
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06/18/2021
Sharp Lower and Upper Bounds for the Covariance of Bounded Random Variables
In this paper we derive sharp lower and upper bounds for the covariance ...
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10/11/2020
Nonparametric bounds for causal effects in imperfect randomized experiments
Nonignorable missingness and noncompliance can occur even in well-design...
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03/24/2020
Symbolic Computation of Tight Causal Bounds
Causal inference involves making a set of assumptions about the nature o...
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02/24/2020
Causal bounds for outcome-dependent sampling in observational studies
Outcome-dependent sampling designs are common in many different scientif...
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08/29/2019