Identification of Rainfall Patterns on Hydrological Simulation Using Robust Principal Component Analysis
A robust dimension reduction method in Principal Component Analysis (PCA) was used to rectify the issue of unbalanced clusters in rainfall patterns due to the skewed nature of rainfall data. A robust measure in PCA using Tukey's biweight correlation to downweigh observations was introduced and...
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Main Authors: | , , , |
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Format: | EJournal Article |
Published: |
Institute of Advanced Engineering and Science,
2018-09-01.
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Online Access: | Get fulltext |
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Call Number: |
A1234.567 |
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Copy 1 | Available |