Value-at-Risk Estimation with Normal Distribution Approach on Stock Return of BBNI and BBRI

https://doi.org/10.47194/orics.v3i4.78

Authors

Abstract

This paper discusses risk analysis on a single stock return. Stock data analyzed are shares of BBNI and BBRI. The method used is Value-at-Risk with a normal distribution approach. The steps are, after obtaining stock returns, then the value-at-risk (VaR) is estimated using a normal distribution approach. Then a back-test is carried out to measure the performance of risk measures. The results of the analysis show that VaR for BBNI and BBRI produces a small QPS close to zero. This shows that VaR with the normal distribution approach is more consistent and can be used to measure risk for BBNI and BBRI. 

References

Danielsson, J. and Devries, C.G. (2000). Value-at-Risk and Extreme Returns. Annales D’économie Et De Statistique, 60, 1-32.

Indarwati, E. and Kusumawati, R. (2021). Monte Carlo Simulation Method Apllication for Calculating VaR And CVaRin PT Bank Negara Indonesia (Persero) Tbk and PT Bank Tabungan Negara (Persero) Tbk. Jurnal Matematika, Statistika & Komputasi, 17(3), 370-380.

Juniar, A., Rahmi, Z., Rahmawati, R. and Fadah, I. (2020). Value at Risk in the Formation of OptimalPortfolio on Sharia-Based Stocks. International Journal of Recent Technology and Engineering, 8(5), 1198-1203.

Nainggolan, Y.T., Juliana, A. and Alantina, C.A. (2020). Analisis Value at Risk dalam Pembentukan Portofolio Optimal (Studi Kasus Perusahaan Perbankan di Indonesia).Jurnal Manajemen, 10(2), 124-136.

Onsongo, S. K., Muante, S. M. A. and Mwangi, L. W. (2020). Financial Risk and Financial Performance: Evidenceand Insights from Commercial and Services ListedCompanies in Nairobi Securities Exchange, Kenya. Int. J. Financial Stud., 8(51), 15

Pasaribu, A.R. B. F. (2021). Value at Risk of Momentum Investment Strategy: Indonesia's Liquid Stocks Portfolio. Jurnal Manajemen Indonesia, 19(1), 30-45.

Ruppert, D. (2004). Statistics and Finance an Introduction. New York: Springer. Selmier, W. T., Penikas, H. and Vasilyeva, K. (2014). Financial Risk as a Good. Procedia Computer Science, 31, 115-123.

Wamalwa, M. F. and Mukanzi, C. (2018). Influence of Financial Risk Management Practices on Financial Performance ofCommercial Banks in Kenya, a Case of Banks in Kakamega County. The Strategic Journal of Business & Change Management, 5(4), 1040-1056.

Published

2022-12-05

How to Cite

Susanti, D. (2022). Value-at-Risk Estimation with Normal Distribution Approach on Stock Return of BBNI and BBRI. Operations Research: International Conference Series, 3(4), 143–148. https://doi.org/10.47194/orics.v3i4.78