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09/19/2023
Frequentist Inference for Semi-mechanistic Epidemic Models with Interventions
The effect of public health interventions on an epidemic are often estim...
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10/10/2022
Sensitivity Analysis for Marginal Structural Models
We introduce several methods for assessing sensitivity to unmeasured con...
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01/31/2022
Causal Inference with Orthogonalized Regression Adjustment: Taming the Phantom
Standard regression adjustment gives inconsistent estimates of causal ef...
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05/07/2021
Latent Cross-population Dynamic Time-series Analysis of High-dimensional Neural Recordings
An important problem in analysis of neural data is to characterize inter...
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03/07/2021
Causal Inference in the Time of Covid-19
In this paper we develop statistical methods for causal inference in epi...
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08/05/2018