Application of Short-term Forecasting Models for Energy Entity Stock Price (Study on Indika Energi Tbk, JII)

Authors

  • Rialdi Azhar Universitas Lampung
  • Fajrin Satria Dwi Kesumah Universitas Lampung
  • Ambya Ambya Universitas Lampung
  • Febryan Kusuma Wisnu Universitas Lampung
  • Edwin Russel Universitas Lampung

Abstract

Share price as one kind of financial data is the time series data that indicates the level of fluctuations and heterogeneous variances called heteroscedasticity. The method that can be used to overcome the effect of autoregressive conditional heteroscedasticity (ARCH effect) is the GARCH model. This study aims to design the best model that can estimate the parameters, predict share price based on the best model and show its volatility. In addition, this paper discusses the prediction-based investment decision model. The findings indicate that the best model corresponding to the data is AR(4)-GARCH(1,1). The model is implemented to forecast the stock prices of Indika Energy Tbk, Indonesia, for 40 days and significantly presented good findings with an error percentage below the mean absolute.Keywords: ARCH Effect, GARCH Model, Volatility, Share Price Forecasting, Investment DecisionJEL Classifications: C5, C53, Q4, Q47DOI: https://doi.org/10.32479/ijeep.8715

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Published

2019-11-13

How to Cite

Azhar, R., Kesumah, F. S. D., Ambya, A., Wisnu, F. K., & Russel, E. (2019). Application of Short-term Forecasting Models for Energy Entity Stock Price (Study on Indika Energi Tbk, JII). International Journal of Energy Economics and Policy, 10(1), 294–301. Retrieved from https://econjournals.com.tr/index.php/ijeep/article/view/8715

Issue

Vol. 10 No. 1 (2020)

Section

Articles

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