Gema Wiralodra
Vol. 14 No. 3 (2023): Gema Wiralodra

Application of the geometric Brownian motion model in West Texas Intermediate crude oil price prediction

Pangestika, Vidya Dwi (Unknown)
Farikhin, Farikhin (Unknown)
Udjiani , Titi (Unknown)



Article Info

Publish Date
19 Sep 2023

Abstract

Crude oil is one of the primary commodities in the global economy. Crude oil prices are among the most complex and challenging to model because of the irregular, non-linear, non-stationary fluctuations in crude oil prices and their high volatility. It is essential to predict crude oil commodity prices to reduce the negative impact of fluctuations in crude oil commodity prices. Several mathematical models can be used to forecast crude oil commodity prices. One model that can be used is the Geometric Brownian Motion model, also known as the Wiener process. In this research, predictions for WTI (West Texas Intermediate) crude oil in 2022 were carried out using the Geometric Brownian Motion model. The results of this research are predictions of crude oil prices for July 2023 with iterations of 100, 200, and 1000, respectively, producing MAPE values of 6.092415%, 7.364198%, and 7.276606%.

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Journal Info

Abbrev

gemawiralodra

Publisher

Subject

Other

Description

Gema Wiralodra adalah jurnal yang dikelola oleh LPPM Universitas Wiralodra. Gema Wiralodra telah ada sejak tahun 2005 dan merupakan jurnal pertama di Universitas Wiralodra. Gema Wiralodra merupakan jurnal berkala ilmiah yang diterbitkan dua kali setahun (bulan April dan bulan Oktober) yang ...