Identifying Qualitative Between-Subject and Within-Subject Variability: A Method for Clustering Regime-Switching Dynamics

Identifying Qualitative Between-Subject and Within-Subject Variability: A Method for Clustering Regime-Switching Dynamics

Technological advancement provides an unprecedented amount of high-frequency data of human dynamic processes. In this paper, we introduce an approach for characterizing qualitative between and within-subject variability from quantitative changes in the multi-subject time-series data. We present the...

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Bibliographic Details
Main Authors: Lu Ou, Alejandro Andrade, Rosa A. Alberto, Arthur Bakker, Timo Bechger
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-06-01
Series:Frontiers in Psychology
Subjects:
clustering
regime-switching model
functional data analysis
time-series data
dynamic model
Online Access:https://www.frontiersin.org/article/10.3389/fpsyg.2020.01136/full

Internet

https://www.frontiersin.org/article/10.3389/fpsyg.2020.01136/full

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