估算蓝筹股的风险尾值与阿里-米哈伊尔-哈克的共线关系

Ni Luh, Putu Diah, Ayu Candrasuari, Wayan Sumarjaya, Kartika Sari
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引用次数: 0

摘要

在进行投资时,投资者肯定希望获得低风险高回报。然而,高回报通常伴随着高风险,反之亦然。风险价值(VaR)和其他测量工具有助于管理风险。VaR 衡量可能出现的损失。然而,VaR 有其弱点,因此可以使用尾部风险价值(TVaR)来评估比 VaR 更大损失的可能性。Copula 可以用于风险管理,因为它不需要正态分布假设,所以可以很好地应用于金融数据。本研究的目的是使用 Ali-Mikhail-Haq copula 估算蓝筹股投资组合的 TVaR 值,包括 BRI、BCA 和 Bank Mandiri 的投资组合。所用数据为 2021 年 1 月 1 日至 2023 年 6 月 30 日期间每日股票的收盘价。在 90%、95% 和 99% 的置信水平下,计算 BMRI 和 BBRI 股票组合的 TVaR 值的结果分别为 0,0574、0,0668 和 0,0807。在 90%、95% 和 99% 的置信水平下,BMRI 和 BBCA 股票组合的 TVaR 值分别为 0,0569; 0,0669; 丹 0,0886。在 90%、95% 和 99% 的置信水平下,BBRI 和 BBCA 股票组合的 TVaR 值分别为 0,0238; 0,0283; 0,0376。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ESTIMASI TAIL VALUE AT RISK SAHAM BLUE CHIPS MENGGUNAKAN COPULA ALI-MIKHAIL-HAQ
When making investments, investors definitely want high returns with low risk. However, high returns are usually accompanied by high risks and vice versa. Value at Risk (VaR) and other measurement tools help manage risk. VaR measures possible losses. However, VaR has weaknesses, thus Tail Value at Risk (TVaR) can be used to evaluate the likelihood of larger losses than VaR. Copula can be used in risk management because it does not require normal distribution assumptions so it is well applied to financial data. The purpose of this research is to use the Ali-Mikhail-Haq copula to estimate TVaR value of blue chip stock portfolios, including those of BRI, BCA, and Bank Mandiri. Data used is the closing price of daily stocks for the period Jan 1 2021 to Jun 30 2023. The results of calculating TVaR value at the 90%, 95%, and 99% confidence level of the combination of BMRI and BBRI stocks are 0,0574; 0,0668; dan 0,0807. At a confidence level of 90%, 95% and 99% TVaR value of the combination of BMRI and BBCA stocks is 0,0569; 0,0669; dan 0,0886. The combination of BBRI and BBCA stocks resulted in TVaR at 90%, 95% and 99% confidence levels are 0,0238; 0,0283; 0,0376.
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