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stat.AP2017
A Non-Gaussian, Nonparametric Structure for Gene-Gene and Gene-Environment Interactions in Case-Control Studies Based on Hierarchies of Dirichlet Processes
Durba Bhattacharya, Sourabh Bhattacharya
It is becoming increasingly clear that complex interactions among genes and environmental factors play crucial roles in triggering complex diseases. Thus, understanding such intera…
stat.AP2016
Effects of Gene-Environment and Gene-Gene Interactions in Case-Control Studies: A Novel Bayesian Semiparametric Approach
Durba Bhattacharya, Sourabh Bhattacharya
Cognizance of gene-environment interactions may help prevent or detain the onset of complex diseases like cardiovascular disease, cancer, type2 diabetes, autism or asthma by adjust…
stat.AP2014
A Bayesian Semiparametric Approach to Learning About Gene-Gene Interactions in Case-Control Studies
Durba Bhattacharya, Sourabh Bhattacharya
Gene-gene interactions are often regarded as playing significant roles in influencing variabilities of complex traits. Although much research has been devoted to this area, to date…