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A Bayesian hierarchical model for correlation in microarray studies
Microarrays are miniaturised biological devices consisting of molecules (e.g. DNA or protein), called \probes", that are orderly arranged at a microscopic scale onto a solid support such as a nylon membrane or a glass ...
A smooth test of goodness-of-fit for the baseline hazard function in recurrent event models
In this paper, we formulate a smooth test of goodness-of-fit for a simple hypothesis about the
baseline hazard function in recurrent-event models. The formulation is an extension of Neyman' s
goodness-of-fit approach, ...
Using copulas to select prognostic genes in melanoma patients
(Life science Global, 2017)
Melanoma of the skin is the fifth and seventh most commonly diagnosed carcinoma in men and women, respectively, in the USA. So far, gene signatures prognostic for overall and distant metastasis-free survival, for example, ...
A copula-based approach to differential gene expression analysis
Melanoma is a major public health concern in the developed world. Melanoma
research has been enhanced by the introduction of microarray technology, whose
main aim is to identify genes that are associated with outcomes ...