Theta: Journal of Statistics
Vol 1, No 2 (2025): Available Online in September 2025

Application of the TARCH Model for Stock Price Prediction: Evidence from PT Bank Rakyat Indonesia (BRI) Tbk

Putri Dina Sari (Universitas Sultan Ageng Tirtayasa)
Faula Arina (Universitas Sultan Ageng Tirtayasa)
Aulia Ikhsan (Universitas Sultan Ageng Tirtayasa)
Isnaini Mahuda (Universitas Sultan Ageng Tirtayasa)
Syarif Abdullah (Department of Statistics, Universitas Sultan Ageng Tirtayasa)
Patricia Pingkan Kumenap (Department of Statistics, Universitas Sultan Ageng Tirtayasa)
Regina Dwirahma Alisya (Department of Statistics, Universitas Sultan Ageng Tirtayasa)



Article Info

Publish Date
30 Sep 2025

Abstract

Stock price volatility is a crucial aspect in capital market analysis because it can influence investment decisions. The GARCH model is commonly used to model volatility, but this model assumes that positive and negative shocks affect volatility symmetrically. In practice, particularly in banking stocks, asymmetric effects are often observed, with negative shocks having a greater impact on volatility than positive shocks. To address this issue, this study uses the Threshold ARCH (TARCH) model, which is capable of capturing asymmetric effects. The research data consists of the daily closing prices of PT Bank Rakyat Indonesia (BRI) Tbk shares from January 2, 2015, to September 12, 2025. The results show that the TARCH model is more appropriate than the symmetric GARCH model, as the asymmetry coefficient is significant, indicating the presence of leverage in BRI shares. Therefore, the TARCH model can be used to forecast BRI stock volatility and provide more accurate information for investors and analysts in anticipating market risks.

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Journal Info

Abbrev

tjs

Publisher

Subject

Description

Theta: Journal of Statistics is a double-blind peer-reviewed journal in the field of statistics. This Journal is published by the Department of Statistics, Faculty of Engineering, Universitas Sultan Ageng Tirtayasa in collaboration with Badan Kerja Sama Perguruan Tinggi Negeri (BKS PTN) Wilayah ...