LorDist: a novel method for calculating the distance based on functional data analysis with application to longitudinal microbial data

LorDist: a novel method for calculating the distance based on functional data analysis with application to longitudinal microbial data

ABSTRACT Longitudinal human microbial data offer insights into microbiome dynamics over time. Traditional methods usually overlook temporal relationships among samples from the same subject. Here, we presented the Longitudinal Microbial Data Distance (LorDist) method, which uses functional data fitt...

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Bibliographic Details
Main Authors: Xinhe Qi, Menghan Zhang, Tongqing Wei, Jinran Lin, Xingming Zhao, Yin Yao, Yueqing Hu, Yan Zheng
Format: Article
Language:English
Published: American Society for Microbiology 2025-08-01
Series:Microbiology Spectrum
Subjects:
longitudinal microbial data
functional data analysis
sparse data
Online Access:https://journals.asm.org/doi/10.1128/spectrum.01542-25
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