313 citations · 360 across the 11 of their papers we have counts for
4 papers · 2 filters
Invited Discussion of "A Unified Framework for De-Duplication and Population Size Estimation"
Jared S. Murray
Invited Discussion of "A Unified Framework for De-Duplication and Population Size Estimation", published in Bayesian Analysis. My discussion focuses on two main themes: Providing a…
Decoupling Shrinkage and Selection in Gaussian Linear Factor Analysis
Henrique Bolfarine, Carlos M. Carvalho, Hedibert F. Lopes +1
Factor Analysis is a popular method for modeling dependence in multivariate data. However, determining the number of factors and obtaining a sparse orientation of the loadings are…
Adaptive Conditional Distribution Estimation with Bayesian Decision Tree Ensembles
Yinpu Li, Antonio R. Linero, Jared S. Murray
We present a Bayesian nonparametric model for conditional distribution estimation using Bayesian additive regression trees (BART). The generative model we use is based on rejection…
Bayesian inference for treatment effects under nested subsets of controls
Spencer Woody, Carlos M. Carvalho, Jared S. Murray
When constructing a model to estimate the causal effect of a treatment, it is necessary to control for other factors which may have confounding effects. Because the ignorability as…