Log-contrast regression with functional compositional predictors: Linking preterm infants’ gut microbiome trajectories to neurobehavioral outcome

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Outcome trajectories in extremely preterm infants.

OBJECTIVE Methods are required to predict prognosis with changes in clinical course. Death or neurodevelopmental impairment in extremely premature neonates can be predicted at birth/admission to the ICU by considering gender, antenatal steroids, multiple birth, birth weight, and gestational age. Predictions may be improved by using additional information available later during the clinical cour...

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ژورنال

عنوان ژورنال: The Annals of Applied Statistics

سال: 2020

ISSN: 1932-6157

DOI: 10.1214/20-aoas1357