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09/25/2021
Statistical Inference for Data Integration
In the age of big data, data integration is a critical step especially i...
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02/28/2021
A Hierarchical Spike-and-Slab Model for Pan-Cancer Survival Using Pan-Omic Data
Pan-omics, pan-cancer analysis has advanced our understanding of the mol...
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02/07/2020
Bidimensional linked matrix factorization for pan-omics pan-cancer analysis
Several modern applications require the integration of multiple large da...
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12/01/2019
Joint and individual analysis of breast cancer histologic images and genomic covariates
A key challenge in modern data analysis is understanding connections bet...
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10/08/2019
A Pan-Cancer and Polygenic Bayesian Hierarchical Model for the Effect of Somatic Mutations on Survival
We built a novel Bayesian hierarchical survival model based on the somat...
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02/20/2011