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stat.ME2012
Semiparametric Mixed Model for Evaluating Pathway-Environment Interaction
Zaili Fang, Inyoung Kim, Jeesun Jung
A biological pathway represents a set of genes that serves a particular cellular or a physiological function. The genes within the same pathway are expected to function together an…
stat.ME2012
A Graphical View of Bayesian Variable Selection
Zaili Fang, Inyoung Kim
In recent years, Ising prior with the network information for the "in" or "out" binary random variable in Bayesian variable selections has received more and more attentions. In thi…
stat.ME2012★ 1 cited
Flexible Variable Selection for Recovering Sparsity in Nonadditive Nonparametric Models
Zaili Fang, Inyoung Kim, Patrick Schaumont
Variable selection for recovering sparsity in nonadditive nonparametric models has been challenging. This problem becomes even more difficult due to complications in modeling unkno…