Our paper on “CAP regression” is to appear in Biostatistics, with an R package here. This is a joint work with my wonderful collaborators Yi Zhao from Indiana University, and Bingkai Wang, Stewart Mostofsky, and Brian Caffo from Johns Hopkins.
Congratulations to Jun Ke for defending his excellect PhD thesis. Best wishes for your bright future! Will miss working with you.
Congratulations to Yi Zhao for her paper on “Granger Mediation” to appear in Biometrics, with an R package here. Yi is going to be a TT Assistant Professor at Indiana University. So proud of you!
Congratulations to Xuefei Cao for her first paper on ODE based causal networks to appear in Frontiers in Neuroscience. Xuefei also wrote a nice PyPI package available here.
Our COD paper on variable clustering is to appear in The Annals of Statistics. Here are the preprint and software.
Our research work on mobile phone data modeling reported by Boston Globe.
PhD student Xuefei Cao’s poster is selected to present at OHBM 2018.
Our group with PIs Dr Simin Liu and Dr Xiaochen Lin received two highly competitive AHA grants to use machine learning to uncover new patterns in cardiovascular disease.
Congratulations to Xuefei Cao (PhD student) for winning a honorable mention for the Student Paper competition from the Mental Health Section of the American Statistical Association!
Covariate Assisted Principal (CAP) Regression
Granger Mediation Analysis for Multiple Time Series
Utilizing Large Covariance Matrices for Clustering and Regression
Causal Dynamic Networks for fMRI Analysis