25 citations · 87 across the 19 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
stat.AP2014★ 3 cited
Comparison of Clustering Methods for Time Course Genomic Data: Applications to Aging Effects
Yafeng Zhang, Steve Horvath, Roel Ophoff +1
Time course microarray data provide insight about dynamic biological processes. While several clustering methods have been proposed for the analysis of these data structures, compa…
stat.ME2014★ 8 cited
Joint Clustering and Registration of Functional Data
Yafeng Zhang, Donatello Telesca
Curve registration and clustering are fundamental tools in the analysis of functional data. While several methods have been developed and explored for either task individually, lim…
math.ST2014
Non-Local Priors for High-Dimensional Estimation
David Rossell, Donatello Telesca
Simultaneously achieving parsimony and good predictive power in high dimensions is a main challenge in statistics. Non-local priors (NLPs) possess appealing properties for high-dim…