Hierarchical Linear Model of Monthly Rainfall with Regional and Seasonal Interaction Effects

Zhu, Yonghua and Lu, Hongtao and Zhu, Zilin (2013) Hierarchical Linear Model of Monthly Rainfall with Regional and Seasonal Interaction Effects. American Journal of Computational Mathematics, 03 (03). pp. 1-6. ISSN 2161-1203

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Abstract

According to the hierarchical characteristics of monthly rainfall in different regions, the paper takes the geographical factors and seasonal factors into the hierarchical linear model as the level effect. Through clustering methods we select two more representative regional meteorological data. We establish three-layer model by transforming the interactive structure date into nested structure data. According the model theory we perform the corresponding model calculations, optimization and analysis, accordingly to interpret the level effects, and residual test. The results show that most of the difference in Monthly Rainfall was respectively explained by Variables (Meteorological factors, seasonal effects, geographic effects) in different levels.

Item Type: Article
Subjects: Open Research Librarians > Mathematical Science
Depositing User: Unnamed user with email support@open.researchlibrarians.com
Date Deposited: 17 Jun 2023 10:24
Last Modified: 30 Oct 2023 05:17
URI: http://stm.e4journal.com/id/eprint/1269

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