Motivated by the inquiries of weak signals in underpowered genome-wide
a...
Estimating the proportion of signals hidden in a large amount of noise
v...
False negative errors are of major concern in applications where missing...
Among the most popular variable selection procedures in high-dimensional...
This paper addresses the challenge of efficiently capturing a high propo...
Yang et al. (2013) introduced LORS, a method that jointly models the
exp...
In high-dimensional regression, variable selection methods have been
dev...
We propose a ranking and selection procedure to prioritize relevant
pred...
Genome-wide eQTL mapping explores the relationship between gene expressi...