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Some of the material in is restricted to members of the community. By logging in, you may be able to gain additional access to certain collections or items. If you have questions about access or logging in, please use the form on the Contact Page.
In many biomedical studies, multiple sourced data with varied features are observed on the same subjects. Examples include longitudinal markers measured along with a time-to-event outcome of interest and multiset data with varied...
Meta-analysis is a widely used tool for synthesizing results from multiple studies. As such, it plays an essential role in evidence-based medicine and clinical decision-making. However, a few concerns may seriously affect the validity of...
A basket trial evaluates one or more treatments for efficacy among more than one cancer type in a single clinical trial. Although the treatment targets the common genetic aberration that is associated with different cancer types, the...
Despite the increasing use of pharmacotherapy, suicide and self-injury rates have continued to rise in the United States. There are at least four potential explanations for this pattern: (1) no medication is particularly efficacious for...
Interest in online rating data has increased in recent years in which ordinal ratings of products or local businesses are provided by users of a website, such as Yelp! or Amazon. One source of heterogeneity in ratings is that users apply...
Two main challenges in computational biology are identify differential expressed genes from gene expression data and find out biological variable interactions from genomics data. This dissertation presents two studies in each of them. In...
Some of the material in is restricted to members of the community. By logging in, you may be able to gain additional access to certain collections or items. If you have questions about access or logging in, please use the form on the Contact Page.
