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09/16/2021
Sparse logistic functional principal component analysis for binary data
Functional binary datasets occur frequently in real practice, whereas di...
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05/03/2021
Model Averaging by Cross-validation for Partially Linear Functional Additive Models
We consider averaging a number of candidate models to produce a predicti...
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02/02/2021
Robust Functional Principal Component Analysis for Non-Gaussian Continuous Data to Analyze Physical Activity Data Generated by Accelerometers
Motivated by energy expenditure observations measured by wearable device...
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02/01/2021
Robust Functional Principal Component Analysis for Non-Gaussian Longitudinal Data
Functional principal component analysis is essential in functional data ...
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10/22/2020