Research in the Mathematical and Natural Sciences
Vol. 1 No. 2 (2022): May-October 2022

Penerapan Simulasi Monte Carlo untuk Pengukuran Value at Risk (VaR)

Setia Ningsih (Program Studi Statistika, Jurusan Matematika, Universitas Negeri Gorontalo, Bone Bolango 96119, Indonesia)
Armayani Arsal (Program Studi Matematika, Jurusan Matematika, Universitas Negeri Gorontalo, Bone Bolango 96119, Indonesia)



Article Info

Publish Date
20 Jul 2022

Abstract

The purpose of this study was to determine the measurement of value at risk (VaR) in Islamic stocks using the Monte Carlo simulation. The population used in this study are companies whose shares are listed on the Jakarta Islamic Index (JII). For the selection of samples using purposive sampling with the criteria of selecting companies engaged in the mining sector, namely ADRO, ANTM, INCO and PTBA. The results showed that the difference in VaR values ​​in each replication was caused by differences in the results of each simulation carried out, but the results were not different. far from each other because the parameters used in the simulation are the same. Therefore, in order to stabilize the results, the average value of the resulting VaR is taken. Based on the calculation results, the average value obtained is Rp. 1.132.721 at a 95% confidence level in a period of one day.

Copyrights © 2022






Journal Info

Abbrev

rmns

Publisher

Subject

Computer Science & IT Education Mathematics

Description

Research in the Mathematical and Natural Sciences (RiMaNs) is a national journal intended as a communication forum for mathematicians and other scientists from many practitioners who use mathematics in their research. RiMaNs disseminate new research results in all areas of mathematics and their ...