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Titlebook: Extended Abstracts Fall 2015; Biomedical Big Data; Elizabeth A. Ainsbury,M.Luz Calle,Pere Puig Conference proceedings 2017 Springer Interna

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Joint Modelling for Flexible Multivariate Longitudinal and Survival Data: Application in Orthotopic rest lies on the association between post-operative glucose profiles, daily therapy with insulin and the risk of death. We propose a two-staged model based approach for flexible modelling of multivariate longitudinal and survival data to study these associations.
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Heterogeneous Correlation of Multi-level Omics Data for the Consideration of Inter-tumoural Heterogeo detect correlations in subsets of bivariate continuous data are discussed. The approaches are based on two-component finite Gaussian mixture models and on parametric bootstrap of the null-hypothesis to generate a reference distribution of the likelihood ratio statistic.
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