The Effectiveness Of A Probabilistic Principal Component Analysis Model And Expectation Maximisation Algorithm In Treating Missing Daily Rainfall Data

The reliability and accuracy of a risk assessment of extreme hydro-meteorological events are highly dependent on the quality of the historical rainfall time series data. However, missing data in a time series such as this could result in lower quality data. Therefore, this paper proposes a multiple-...

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Bibliographic Details
Main Authors: Zun Liang, Chuan, Fam, Soo Fen, Mohd Deni, Sayang, Ismail, Noriszura
Format: Article
Language:en
Published: Korean Meteorological Society 2020
Online Access:http://eprints.utem.edu.my/id/eprint/24149/2/1%20CHUANTHE%20EFFECTIVENESS%20OF%20PROBABILISTIC%20PCA%20RAIN%20FALLDATA.PDF
http://eprints.utem.edu.my/id/eprint/24149/
https://link.springer.com/article/10.1007/s13143-019-00135-8
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