Articles with "measuring nonlinear" as a keyword



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Mutual information: Measuring nonlinear dependence in longitudinal epidemiological data

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Published in 2023 at "PLOS ONE"

DOI: 10.1371/journal.pone.0284904

Abstract: Given a large clinical database of longitudinal patient information including many covariates, it is computationally prohibitive to consider all types of interdependence between patient variables of interest. This challenge motivates the use of mutual information… read more here.

Keywords: information; nonlinear dependence; information measuring; mutual information ... See more keywords