3 papers
stat.ME2021
Divide-and-Conquer MCMC for Multivariate Binary Data
Suchit Mehrotra, Halley Brantley, Peter Onglao +5
The analysis of large scale medical claims data has the potential to improve quality of care by generating insights which can be used to create tailored medical programs. In partic…
stat.ME2019
Smooth Density Spatial Quantile Regression
Halley Brantley, Montserrat Fuentes, Joseph Guinness +1
We derive the properties and demonstrate the desirability of a model-based method for estimating the spatially-varying effects of covariates on the quantile function. By modeling t…
stat.ME2019
Baseline Drift Estimation for Air Quality Data Using Quantile Trend Filtering
Halley L. Brantley, Joseph Guinness, Eric C. Chi
We address the problem of estimating smoothly varying baseline trends in time series data. This problem arises in a wide range of fields, including chemistry, macroeconomics, and m…