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07/20/2020
Estimating heterogeneous effects of continuous exposures using Bayesian tree ensembles: revisiting the impact of abortion rates on crime
In estimating the causal effect of a continuous exposure or treatment, i...
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01/20/2020
Bayesian inference for treatment effects under nested subsets of controls
When constructing a model to estimate the causal effect of a treatment, ...
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09/12/2019
Bayesian Model Calibration for Extrapolative Prediction via Gibbs Posteriors
The current standard Bayesian approach to model calibration, which assig...
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07/17/2019
Assessing Treatment Effect Variation in Observational Studies: Results from a Data Challenge
A growing number of methods aim to assess the challenging question of tr...
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05/17/2019
Model interpretation through lower-dimensional posterior summarization
Nonparametric regression models have recently surged in their power and ...
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10/25/2018