Joint analysis of left-censored longitudinal biomarker and binary outcome via latent class modeling.
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DOI: 10.1002/sim.7642
Abstract: Joint latent class modeling is an appealing approach for evaluating the association between a longitudinal biomarker and clinical outcome when the study population is heterogeneous. The link between the biomarker trajectory and the risk of event… read more here.
Keywords: outcome; biomarker; longitudinal biomarker; latent class ... See more keywords
Botanical authentication using one-class modeling.
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DOI: 10.1093/jaoacint/qsad023
Abstract: Sample authentication using one-class modeling is simpler and more versatile than the approved AOAC Probability of Identification (POI) method. This approach develops a one-class model for authentic samples and does not identify or model non-authentic… read more here.
Keywords: using one; authentication using; class modeling; class ... See more keywords
Improved One-Class Modeling of High-Dimensional Metabolomics Data via Eigenvalue-Shrinkage
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DOI: 10.3390/metabo11040237
Abstract: One-class modelling is a useful approach in metabolomics for the untargeted detection of abnormal metabolite profiles, when information from a set of reference observations is available to model “normal” or baseline metabolite profiles. Such outlying… read more here.
Keywords: metabolomics data; class; eigenvalue shrinkage; class modeling ... See more keywords