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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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06/21/2020
Decoupling Shrinkage and Selection in Gaussian Linear Factor Analysis
Factor Analysis is a popular method for modeling dependence in multivari...
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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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05/22/2019
Targeted Smooth Bayesian Causal Forests: An analysis of heterogeneous treatment effects for simultaneous versus interval medical abortion regimens over gestation
This article introduces Targeted Smooth Bayesian Causal Forests, or tsbc...
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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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05/19/2018