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STUDY ON THE INTERRELATION OF EFFICIENT PORTFOLIOS AND THEIR FRONTIER UNDER t DISTRIBUTION AND VARIOUS RISK MEASURES
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作者 Wang Yi Chen Zhiping Zhang Kecun 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2006年第4期369-382,共14页
In order to study the effect of different risk measures on the efficient portfolios (fron- tier) while properly describing the characteristic of return distributions in the stock market, it is assumed in this paper ... In order to study the effect of different risk measures on the efficient portfolios (fron- tier) while properly describing the characteristic of return distributions in the stock market, it is assumed in this paper that the joint return distribution of risky assets obeys the multivariate t-distribution. Under the mean-risk analysis framework, the interrelationship of efficient portfolios (frontier) based on risk measures such as variance, value at risk (VaR), and expected shortfall (ES) is analyzed and compared. It is proved that, when there is no riskless asset in the market, the efficient frontier under VaR or ES is a subset of the mean-variance (MV) efficient frontier, and the efficient portfolios under VaR or ES are also MV efficient; when there exists a riskless asset in the market, a portfolio is MV efficient if and only if it is a VaR or ES efficient portfolio. The obtained results generalize relevant conclusions about investment theory, and can better guide investors to make their investment decision. 展开更多
关键词 mean-risk model portfolio optimization value at risk expected shortfall efficient frontier.
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MARKOV-MODULATED MEAN-VARIANCE PROBLEM FOR AN INSURER 被引量:2
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作者 王伟 毕俊娜 《Acta Mathematica Scientia》 SCIE CSCD 2011年第3期1051-1061,共11页
In this paper, we consider an insurance company which has the option of investing in a risky asset and a risk-free asset, whose price parameters are driven by a finite state Markov chain. The risk process of the insur... In this paper, we consider an insurance company which has the option of investing in a risky asset and a risk-free asset, whose price parameters are driven by a finite state Markov chain. The risk process of the insurance company is modeled as a diffusion process whose diffusion and drift parameters switch over time according to the same Markov chain. We study the Markov-modulated mean-variance problem for the insurer and derive explicitly the closed form of the efficient strategy and efficient frontier. In the case of no regime switching, we can see that the efficient frontier in our paper coincides with that of [10] when there is no pure jump. 展开更多
关键词 Markov chain MEAN-VARIANCE efficient strategy efficient frontier Lagrange multiplier
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A Value-at-Risk Based Approach for PMU Placement in Distribution Systems
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作者 Min Liu 《Energy Engineering》 EI 2022年第2期781-800,共20页
With the application of phasor measurement units(PMU)in the distribution system,it is expected that the performance of the distribution system state estimation can be improved obviously with the PMU measurements into ... With the application of phasor measurement units(PMU)in the distribution system,it is expected that the performance of the distribution system state estimation can be improved obviously with the PMU measurements into consideration.How to appropriately place the PMUs in the distribution is therefore become an important issue due to the economical consideration.According to the concept of efficient frontier,a value-at-risk based approach is proposed to make optimal placement of PMU taking account of the uncertainty of measure errors,statistical characteristics of the pseudo measurements,and reliability of the measurement instrument.The reasonability and feasibility of the proposed model is illustrated with 12-node system and IEEE-33 node system.Simulation results indicated that uncertainties of measurement error and instrument fault result in more PMU to be installed,and measurement uncertainty is the main affect factor unless the fault rate of PMU is quite high. 展开更多
关键词 Distribution system state estimation(DSSE) efficient frontier meter placement phasor measurement units(PMU) value at risk(VaR) weighted least square(WLS)
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Portfolio Selection Using Double GAs Searching for Cardinality and Integer Multiplied Optimal Weights
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作者 Gumsong Jo Duson Kim +1 位作者 Namung Ri Hoyong Kim 《Economics World》 2020年第2期51-63,共13页
This paper studied cardinality constrained portfolio with integer weight.We suggested two optimization models and used two genetic algorithms to solve them.In this paper,after finding well matching stocks,according to... This paper studied cardinality constrained portfolio with integer weight.We suggested two optimization models and used two genetic algorithms to solve them.In this paper,after finding well matching stocks,according to investor’s target by using first genetic algorithm,we gave optimal integer weight of portfolio with well matching stocks by using second genetic algorithm.Through numerical comparisons with other feasible portfolios,we verified advantages of designed portfolio with two genetic algorithms.For a numerical comparison,we used a prepared data consisted of 18 stocks listed in S&P 500 and numerical example strongly supported the designed portfolio in this paper.Also,we made all comparisons visible through all feasible efficient frontiers. 展开更多
关键词 portfolio tselection CARDINALITY efficient frontier geneic algorithm(GA) Sharpe ratio
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Portfolio Optimization with Uncertain Exit Time in Infinite-Time Horizon
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作者 Wen-jing GUO Jun CAI 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 2013年第4期673-684,共12页
In this paper, we study infinite-period mean-variance formulations for portfolio selections with an uncertain exit time. We employ the convergence control method together with the dynamic programming algorithm to deri... In this paper, we study infinite-period mean-variance formulations for portfolio selections with an uncertain exit time. We employ the convergence control method together with the dynamic programming algorithm to derive analytical expressions for the optimal portfolio policy and the mean-variance efficient frontier under certain conditions. We illustrate these results by an numerical example. 展开更多
关键词 infinite-time horizon mean-variance formulation stochastic optimal control dynamic programming algorithm optimal investment policy efficient frontier exit time
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Portfolio Selection with Random Liability and Affine Interest Rate in the Mean-Variance Framework
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作者 Hao CHANG Chunfeng WANG Zhenming FANG 《Journal of Systems Science and Information》 CSCD 2017年第3期229-249,共21页
This paper studies a dynamic mean-variance portfolio selection problem with random liability in the affine interest rate environment, where the financial market consists of three assets: one risk-free asset, one risky... This paper studies a dynamic mean-variance portfolio selection problem with random liability in the affine interest rate environment, where the financial market consists of three assets: one risk-free asset, one risky asset and one zero-coupon bond. Assume that short rate is driven by affine interest rate model and liability process is described by the drifted Brownian motion, in addition, stock price dynamics is affected by interest rate dynamics. The investors expect to look for an optimal strategy to minimize the variance of the terminal surplus for a given expected terminal surplus. The efficient strategy and the efficient frontier are explicitly obtained by applying dynamic programming principle and Lagrange duality theorem. A numerical example is given to illustrate our results and some economic implications are analyzed. 展开更多
关键词 affine interest rate random liability mean-variance criterion the efficient strategy the efficient frontier Lagrange duality theorem
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