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Activity Number:
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257
- SPEED: Longitudinal/Correlated Data
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Type:
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Contributed
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Date/Time:
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Monday, July 30, 2018 : 2:00 PM to 2:45 PM
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Sponsor:
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Biometrics Section
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Abstract #332660
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Title:
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Sampling Studies for Longitudinal Functional Data Analysis
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Author(s):
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Toni Jassel* and Andrada E Ivanescu
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Companies:
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and Montclair State University
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Keywords:
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Longitudinal Data ;
Functional Data ;
Dynamic Prediction;
Sampling Studies;
Longitudinal Functional Data
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Abstract:
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We study the data setting consisting of functional data samples repeatedly observed over time. The focus is on the dynamic prediction of the future trajectory. Regression methods based on dynamic functional regression are used for prediction. We propose strategies for the selection of the sampling design for longitudinal functional data. An application to child growth is presented.
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Authors who are presenting talks have a * after their name.
