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Time Series Analysis of Temperature Fluctuation in Yangon Region (January 2013-December 2023)(Yan Naing Htwe, 2024)
https://meral.edu.mm/records/9892
https://meral.edu.mm/records/989219b101d3-7aac-46b1-9f0d-1f2c21fa0786
03103267-48da-4a7b-b178-6743c4b065ca
Name / File | License | Actions |
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Yan Naing Htwe,MAS-26 4th batch.pdf (1.2 MB)
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Thesis | ||||||
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Title | ||||||
Title | Time Series Analysis of Temperature Fluctuation in Yangon Region (January 2013-December 2023)(Yan Naing Htwe, 2024) | |||||
Language | en | |||||
Publication date | 2024-07-01 | |||||
Authors | ||||||
Yan Naing Htwe | ||||||
Description | ||||||
This study investigates temperature trends and patterns within the Yangon Region through time series analysis. Monthly temperature data from January 2013 to December 2023 were examined using the SARIMA (Seasonal Autoregressive Integrated Moving Average) model, particularly effective in predicting temperature changes when trend patterns are not apparent. The results demonstrate the SARIMA model's capability in forecasting both minimum and maximum temperature fluctuations. Based on the analysis, the SARIMA(1,0,0) x (1,1,1)12 model has been found as appropriate model of minimum temperature fluctuations in the Yangon Region, while the SARIMA(0,0,0) x (3,1,0)12 model performs appropriate model in terms of maximum temperature fluctuations. |
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Thesis/dissertations | ||||||
Yangon University of Economics | ||||||
Dr. Khin Moh Moh |