289 citations · 505 across the 29 of their papers we have counts for
3 papers · 2 filters
Improving Reliability of Subject-Level Resting-State fMRI Parcellation with Shrinkage Estimators
Amanda F. Mejia, Mary Beth Nebel, Haochang Shou +5
A recent interest in resting state functional magnetic resonance imaging (rsfMRI) lies in subdividing the human brain into anatomically and functionally distinct regions of interes…
Fast, Exact Bootstrap Principal Component Analysis for p>1 million
Aaron Fisher, Brian Caffo, Brian Schwartz +1
Many have suggested a bootstrap procedure for estimating the sampling variability of principal component analysis (PCA) results. However, when the number of measurements per subjec…
On the Impact of Dimension Reduction on Graphical Structures
Fang Han, Huitong Qiu, Han Liu +1
Statisticians and quantitative neuroscientists have actively promoted the use of independence relationships for investigating brain networks, genomic networks, and other measuremen…