2 papers
stat.ME2016
Integrative analysis of transcriptomic and metabolomic data via sparse canonical correlation analysis with incorporation of biological information
Sandra E. Safo, Shuzhao Li, Qi Long
Integrative analyses of different high dimensional data types are becoming increasingly popular. Similarly, incorporating prior functional relationships among variables in data ana…
stat.ME2016
Scalable Bayesian Variable Selection for Structured High-dimensional Data
Changgee Chang, Suprateek Kundu, Qi Long
Variable selection for structured covariates lying on an underlying known graph is a problem motivated by practical applications, and has been a topic of increasing interest. Howev…