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08/03/2023
Functional Data Regression Reconciles with Excess Bases
As the development of measuring instruments and computers has accelerate...
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08/03/2023
Similarity-based Random Partition Distribution for Clustering Functional Data
Random partitioned distribution is a powerful tool for model-based clust...
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05/25/2023
Bayesian Analysis for Over-parameterized Linear Model without Sparsity
In high-dimensional Bayesian statistics, several methods have been devel...
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02/09/2023
Spatiotemporal factor models for functional data with application to population map forecast
With the proliferation of mobile devices, an increasing amount of popula...
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04/21/2022
Functional Horseshoe Smoothing for Functional Trend Estimation
Due to developments in instruments and computers, functional observation...
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04/07/2021
Fast Convergence on Perfect Classification for Functional Data
In this study, we investigate the availability of approaching to perfect...
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04/06/2021