Browsing by Author "Jiang, Bo"

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Bayesian Partition Models for Identifying Expression Quantitative Trait Loci

Jiang, Bo; Liu, Jun (Informa UK Limited, 2015)

Expression quantitative trait loci (eQTLs) are genomic locations associated with changes of expression levels of certain genes. By assaying gene expressions and genetic variations simultaneously on a genome-wide scale, ...
Partition Models for Variable Selection and Interaction Detection

Jiang, Bo (2013-09-27)

Variable selection methods play important roles in modeling high-dimensional data and are key to data-driven scientific discoveries. In this thesis, we consider the problem of variable selection with interaction detection. ...