Kernel-Based Dimension Reduction Method for Time Series Nowcasting

Nowcasts are closely related to big data. Currently, the most popular nowcast model-building approach is to use the factor bridge equation (BE) model or factor mixed data sampling (MIDAS) model, where the factors are extracted from large datasets using the principal component analysis (PCA) method....

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Bibliographic Details
Main Authors: Thanh Do Van, Hai Nguyen Minh
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10742445/
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