512 citations · 1.1k across the 41 of their papers we have counts for
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A Robust Approach for Identifying Gene-Environment Interactions for Prognosis
Hao Chai, Qingzhao Zhang, Yu Jiang +3
For many complex diseases, prognosis is of essential importance. It has been shown that, beyond the main effects of genetic (G) and environmental (E) risk factors, the gene-environ…
Promoting Similarity of Sparsity Structures in Integrative Analysis with Penalization
Yuan Huang, Qingzhao Zhang, Sanguo Zhang +2
For data with high-dimensional covariates but small to moderate sample sizes, the analysis of single datasets often generates unsatisfactory results. The integrative analysis of mu…
Penalized integrative analysis under the accelerated failure time model
Qingzhao Zhang, Sanguo Zhang, Jin Liu +2
For survival data with high-dimensional covariates, results generated in the analysis of a single dataset are often unsatisfactory because of the small sample size. Integrative ana…