重庆理工大学学报:社会科学版
重慶理工大學學報:社會科學版
중경리공대학학보:사회과학판
Journal of Chongqing Institute of Technology
2015年
2期
37~46
,共null页
M-Copula EGARCH-M Monte Carlo 投资组合 CVaR
M-Copula EGARCH-M Monte Carlo 投資組閤 CVaR
M-Copula EGARCH-M Monte Carlo 투자조합 CVaR
M-Copula; EGARCH-M; Monte Carlo; optimal portfolio; CVaR
采用EGARCH-M模型进行单个资产建模,利用M-Copula函数构建资产的联合分布,对基于GED分布的联合资产收益率构建M-Copula-EGARCH-M模型,并采用Monte Carlo模拟方法计算出不同投资比例和置信水平的组合风险VaR和CVaR的值,并求出不同期望收益和置信水平下的最优组合投资权重。结果显示:当分位数为5%时,欲获得固定收益,同时风险最小,需将绝大部分资金投入深圳证劵市场;在分位数取10%时,目标收益率较低时,应将大部分资金投放在上海证劵市场。目标收益率较高时,上证市场的投资比例应降低,深证市场的资金比例应上升,具体的最优投资比例在实证部分已给出。实证结果表明:本文模型有利于投资者对投资权重的选择。
採用EGARCH-M模型進行單箇資產建模,利用M-Copula函數構建資產的聯閤分佈,對基于GED分佈的聯閤資產收益率構建M-Copula-EGARCH-M模型,併採用Monte Carlo模擬方法計算齣不同投資比例和置信水平的組閤風險VaR和CVaR的值,併求齣不同期望收益和置信水平下的最優組閤投資權重。結果顯示:噹分位數為5%時,欲穫得固定收益,同時風險最小,需將絕大部分資金投入深圳證劵市場;在分位數取10%時,目標收益率較低時,應將大部分資金投放在上海證劵市場。目標收益率較高時,上證市場的投資比例應降低,深證市場的資金比例應上升,具體的最優投資比例在實證部分已給齣。實證結果錶明:本文模型有利于投資者對投資權重的選擇。
채용EGARCH-M모형진행단개자산건모,이용M-Copula함수구건자산적연합분포,대기우GED분포적연합자산수익솔구건M-Copula-EGARCH-M모형,병채용Monte Carlo모의방법계산출불동투자비례화치신수평적조합풍험VaR화CVaR적치,병구출불동기망수익화치신수평하적최우조합투자권중。결과현시:당분위수위5%시,욕획득고정수익,동시풍험최소,수장절대부분자금투입심수증권시장;재분위수취10%시,목표수익솔교저시,응장대부분자금투방재상해증권시장。목표수익솔교고시,상증시장적투자비례응강저,심증시장적자금비례응상승,구체적최우투자비례재실증부분이급출。실증결과표명:본문모형유리우투자자대투자권중적선택。
We adopt EGARCH- M model for building a single asset model and used the M- Copula function to construct the joint distribution of assets, simultaneously, we built the M- CopulaEGARCH- M model for the return on joint assets which was based on GED distribution,then worked out the values of VaR and CVaR of portfolio risk under different investment ratios and different confidence levels by using Monte Carlo simulation method. And last we found the weights of the optimal investment portfolio under different expected revenue and confidence levels. To achieve the fixed income,while the minimal risk,the investors must put the vast majority of funds into the Shenzhen Securities Market when the quintile is 5 percent. When quintile is 10 percent,most of their moneyshould be put into Shanghai securities market if a target yield is low,otherwise the proportion of funds in Shenzhen Securities Market might increase and Shanghai market might reduce. In the empirical part,we gave a specific optimal investment ratio. The empirical results show that the proposed model is beneficial to investors when selecting investment weights.