Comparison of SSA and SARIMA in Forecasting the Rainfall in Sumatera Barat

Author:

Fitri F,Rahmat R

Abstract

Abstract Rainfall data in West Sumatra in 2001–2018 is assumed to have a seasonal pattern. Several methods can be used to model this data, including SSA and SARIMA. Each method has a different approach but has its own advantages. Therefore, a comparison will be made between the two based on the MAPE. According to the forecasting result, obtained MAPE for SSA is 17% and 22.75% for SARIMA.

Publisher

IOP Publishing

Subject

General Physics and Astronomy

Reference11 articles.

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2. 2020 Forecasting of Rainfall in Sumatera Barat: Singular Spectrum Analysis (SSA) Application;Fitri;Journal of Physics: Conference Series

3. Penerapan Metode Singular Spectrum Analysis (SSA) pada Peramalan Jumlah Penumpang Kereta Api di Indonesia Tahun 2017;Khaeri;Jurnal Euclid,2018

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