3.1k citations
- Duke UniversityUS42 papers
- Duke University HospitalUS12 papers
- Cornell UniversityUS4 papers
- Harvard UniversityUS4 papers
- University of California, BerkeleyUS4 papers
- University of PennsylvaniaUS4 papers
- Athinoula A. Martinos Center for Biomedical ImagingUS3 papers
- Indiana University – Purdue University IndianapolisUS3 papers
- Los Alamos National LaboratoryUS3 papers
- Massachusetts General HospitalUS3 papers
- McGill UniversityCA3 papers
- Montreal Neurological Institute and HospitalCA3 papers
Showing 2017 · stat.MEShow all
2 papers · 2 filters
stat.ME2017★ 5 cited
High-dimensional single-index Bayesian modeling of brain atrophy
Arkaprava Roy, Subhashis Ghosal, Kingshuk Roy Choudhury
We propose a model of brain atrophy as a function of high-dimensional genetic information and low dimensional covariates such as gender, age, APOE gene, and disease status. A nonpa…
stat.ME2017★ 1 cited
Extrema-weighted feature extraction for functional data
Willem van den Boom, Callie Mao, Rebecca A. Schroeder +1
Motivation: Although there is a rich literature on methods for assessing the impact of functional predictors, the focus has been on approaches for dimension reduction that can fail…