Our Tree Lasso paper is published in Biometrics.
Front. Big Data published our grpahical modeling method paper for EHR.
Our first Epilepsy paper is published in the “leading, authoritative” journal Epilepsia.
Our paper on simulating bad (intentionally) contours from cancer CT scans is published in JACMP.
Our Mutlilevel Mediation paper is to appear in CSDA. The R package is available on CRAN. This is a joint work with Yi Zhao from Indiana University. Yi also won ENAR student paper award for an earlier draft of this paper.
Congratulations to Yi Zhao for the 5-year NIH R01 grant on method development. Awesome news for the future collaborations with you and Brian!
Alcohol and Cannabis co-use paper is to appear in Addiction Biology. Joint work with James Yang and Anne Buu (UT Health), Elisa Trucco (FIU), and Chiang-shan R. Li (Yale).
Polygenic Risk Prediction paper is to appear in BMC Bioinformatics. Joint work with James Yang and Anne Buu (UT Health) and Elisa Trucco (FIU).
Our high-dimensional “CAP regression” theory paper is to appear in Electron. J. Statist.. This is a joint work with Yi Zhao from Indiana University, and Brian Caffo from Johns Hopkins.
Covariance Outcome Modelling via Covariate Assisted Principal (CAP) Regression
Covariance/Network Outcome Modeling via CAP
Covariate Assisted Principal CAP Regression for Matrix Outcomes
Binary Autoregressive Network Modeling of Comorbidity Networks from Electronic Health Records
Granger Mediation Analysis for Multiple Time Series
Covariate Assisted Principal (CAP) Regression