• 제목/요약/키워드: Portfolio analyze

검색결과 94건 처리시간 0.021초

비중 상한 제약조건에 따른 포트폴리오 성과에 대한 투자 비중 분석 (Weight Vector Analysis to Portfolio Performance with Diversification Constraints)

  • 박경찬;김홍선;김성문
    • 경영과학
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    • 제33권4호
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    • pp.51-64
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    • 2016
  • The maximum weight of single stock in mutual fund is limited by regulations to enforce diversification. Under incomplete information with added constraints on portfolio weights, enhanced performance had been reported in previous researches. We analyze a weight vector to examine the effects of additional constraints on the portfolio's performance by computing the Euclidean distance from the in-sample tangency portfolio, as opposed to previous researches which analyzed ex-post return only. Empirical experiment was performed on Mean-variance and Minimum-variance model with Fama French's 30 industry portfolio and 10 industry portfolio for the last 1,000 months from August 1932 to November 2015. We find that diversification-constrained portfolios have 7% to 26% smaller Euclidean distances with the benchmark portfolio compared to those of unconstrained portfolios and 3% to 11% greater Sharpe Ratio.

A Study on Dynamic Asset Allocation Strategy for Optimal Portfolio Selection

  • Lee, Hojin
    • East Asian Economic Review
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    • 제25권3호
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    • pp.310-336
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    • 2021
  • We use iterative numerical procedures combined with analytical methods due to Rapach and Wohar (2009) to solve for the dynamic asset allocation strategy for optimal portfolio demand. We compare different optimal portfolio demands when investors in each country have different access to overseas and domestic investment opportunities. The optimal dynamic asset allocation strategy without foreign investment opportunities leads domestic investors in Korea, Hong Kong, and Singapore to allocate more funds to domestic bonds than to domestic stocks. However, the U.S. investors allocate more wealth to domestic stocks than to domestic bonds. Investors in all countries short bills at a low level of risk aversion. Next, we investigate dynamic asset allocation strategy when domestic investors in Korea have access to foreign markets. The optimal portfolio demand leads investors in Korea to allocate most resources to domestic bonds and foreign stocks. On the other hand, the portfolio weights on foreign bonds and domestic stocks are relatively low. We also analyze dynamic asset allocation strategy for the investors in the U.S., Hong Kong, and Singapore when they have access to the Korean markets as overseas investment opportunities. Compared to the results when the investors only have access to domestic markets, the investors in the U.S. and Singapore increase the portfolio weights on domestic stocks in spite of the overseas investment opportunities in the Korean markets. The investors in the U.S., Hong Kong, and Singapore short domestic bills to invest more than initial funds in risky assets with a varying degree of relative risk aversion coefficients without exception.

국내 초.중등학교의 포트폴리오 활용 실태 분석에 기반한 e-포트폴리오 설계 방향에 관한 연구 (A Study on Design Direction of e-Portfolio Based on the Current State Analysis of Portfolio Application of Domestic Elementary, Middle, and High School)

  • 김상수;김영학
    • 한국콘텐츠학회논문지
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    • 제7권12호
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    • pp.83-94
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    • 2007
  • 포트폴리오는 구성주의 학습을 지원하는 한 방법으로 사용될 수 있다. 현재 교육 현장에서 포트폴리오의 사용이 점차 확대되고 있으나, 현장 적용의 실태나 발전적 활용 방안에 대한 연구는 미약한 편이다. 본 논문에서는 전국의 초 중등학교 재직 교사를 대상으로 포트폴리오 운영에 대한 실증적 자료를 분석하며, 이를 기반으로 지식정보화 사회에 필요한 e-포트폴리오의 설계 방향을 제안한다. 포트폴리오에 대한 이해도, 유형별 운영 현황 분석 결과에 따르면 학교급에 따른 차별화된 시스템 설계와 고경력자에 대한 연수 확대, '안내도우미' 기능 구비를 필요로 한다. 포트폴리오 작성을 위해 많은 시간을 소요하고 일회적, 형식적 수행 평가의 일환으로 운영되는 문제점을 개선하기 위해 학습과 평가를 하나의 과정에서 통합하는 시스템의 설계가 필요하다. 더불어 상호작용 및 자기 주도적 학습을 효과적으로 지원하는 e-포트폴리오의 설계가 요구된다.

한국 주식시장에서 마코위츠 포트폴리오 선정 모형의 입력 변수의 정확도에 따른 투자 성과 연구 (Investment Performance of Markowitz's Portfolio Selection Model over the Accuracy of the Input Parameters in the Korean Stock Market)

  • 김홍선;정종빈;김성문
    • 한국경영과학회지
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    • 제38권4호
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    • pp.35-52
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    • 2013
  • Markowitz's portfolio selection model is used to construct an optimal portfolio which has minimum variance, while satisfying a minimum required expected return. The model uses estimators based on analysis of historical data to estimate the returns, standard deviations, and correlation coefficients of individual stocks being considered for investment. However, due to the inaccuracies involved in estimations, the true optimality of a portfolio constructed using the model is questionable. To investigate the effect of estimation inaccuracy on actual portfolio performance, we study the changes in a portfolio's realized return and standard deviation as the accuracy of the estimations for each stock's return, standard deviation, and correlation coefficient is increased. Furthermore, we empirically analyze the portfolio's performance by comparing it with the performance of active mutual funds that are being traded in the Korean stock market and the KOSPI benchmark index, in terms of portfolio returns, standard deviations of returns, and Sharpe ratios. Our results suggest that, among the three input parameters, the accuracy of the estimated returns of individual stocks has the largest effect on performance, while the accuracy of the estimates of the standard deviation of each stock's returns and the correlation coefficient between different stocks have smaller effects. In addition, it is shown that even a small increase in the accuracy of the estimated return of individual stocks improves the portfolio's performance substantially, suggesting that Markowitz's model can be more effectively applied in real-life investments with just an incremental effort to increase estimation accuracy.

초등학교 4학년 과학 수업에서 학생들의 포트폴리오 학습 경험 및 인식 변화 (Students' Experience and Changes in Perception Regarding Portfolio Based on Learning in Fourth Grade Science Classes)

  • 김찬종;임인숙;박영신;박현주
    • 한국초등과학교육학회지:초등과학교육
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    • 제26권4호
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    • pp.372-384
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    • 2007
  • The purposes of this study was to analyze qualitatively changes in students' experience and perceptions in relation to studying science using portfolios and any resultant effects on the portfolio itself. Five fourth-grade elementary students from one small city participated in this study. Data was collected through interviews as well as through student portfolios containing the science content matter of two units over two weeks. Observational diaries recorded by a teacher were also used to test the reliability of data collection. All interviews with students were transcribed to develop a suitable network to categorize students' responses. Students' portfolios were analyzed in order to reveal their essential characteristics in combination with their teacher's observational diaries. The results were as follows. First, student perceptions of their portfolios were categorized into three different levels; superficial, extended, and moderate perceptions. The changes in perception could also be divided into three levels; consistent-superficial, unstable, and a progressive-extended pattern. Second, the experience of students with their portfolio were investigated in terms of the following; successfully completing the elements of the portfolio, development of evidence, interaction with peers, teachers, and parents, and the standards of evaluation used for the portfolios. Third, the perceptions and experience of working on the portfolio by students had a number of direct effects on the way in which students actually created and developed their portfolios. Finally, students with positive attitudes towards their portfolios actively participated in the portfolio experience and finally understood what it meant completely. However, students with negative attitudes regarding portfolio based work, did not leave the experience with any heightened awareness of the utility or indeed, purpose of portfolio based work.

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Importance sampling with splitting for portfolio credit risk

  • Kim, Jinyoung;Kim, Sunggon
    • Communications for Statistical Applications and Methods
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    • 제27권3호
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    • pp.327-347
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    • 2020
  • We consider a credit portfolio with highly skewed exposures. In the portfolio, small number of obligors have very high exposures compared to the others. For the Bernoulli mixture model with highly skewed exposures, we propose a new importance sampling scheme to estimate the tail loss probability over a threshold and the corresponding expected shortfall. We stratify the sample space of the default events into two subsets. One consists of the events that the obligors with heavy exposures default simultaneously. We expect that typical tail loss events belong to the set. In our proposed scheme, the tail loss probability and the expected shortfall corresponding to this type of events are estimated by a conditional Monte Carlo, which results in variance reduction. We analyze the properties of the proposed scheme mathematically. In numerical study, the performance of the proposed scheme is compared with an existing importance sampling method.

Gaining Insight into IT Investment in the Agriculture Industry: Comparison of IT Portfolios by Type of Crops

  • Jiyeol Kim;Cheul Rhee;Junghoon Moon
    • Asia pacific journal of information systems
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    • 제27권4호
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    • pp.233-244
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    • 2017
  • IT portfolio, meaning the ratio of investment with four different purposes of IT, is widely used for evaluating the adequacy of investment and its performance within firms. Despite of such a useful framework looking at investment on IT, IT portfolio in agriculture industry seems to be differentiated from other industries. In this study, we compared IT portfolios of farms: grain, field fruit and vegetable, greenhouse fruit, greenhouse vegetable, beef cattle and pig. We classified farms by their return on equity (ROE) in order to analyze the relationship between IT portfolio of each crop and performance. Then, we found patterns of IT portfolios of top-performance farms compared to all farms for each agricultural product. Lastly, peculiarities of each crop are interpreted and discussed to find out top-performance farms' IT investment patterns. From our study, it could be inferred that monotonous IT investments may not be as effective.

$\cdot$재생에너지 의무비율할당제(Renewable Portfolio Standards) 국내도입시 고려사항에 관한 연구 (Conditions to Introduce the Renewable Portfolio Standards in Korea)

  • 장한수;최기련;김수덕
    • 에너지공학
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    • 제14권2호
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    • pp.82-97
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    • 2005
  • RPS(Renewable Portfolio Standards)란 전력의 일정 양 또는 비율을 신$\cdot$재생에너지에 의하여 충당하도록 의무화하는 제도로써 정부지원에 의존한 신$\cdot$재생에너지 보급을 시장기능에 의하여 활성화하려는 새로운 정책도구이다. 본 논문은 이와 같은 RPS제도의 국내 도입에 대비하여 RPS의 기본 개념과 시장기구 하의 운용방식, 정책설계 시 고려사항 등을 살펴보았다. 이를 통하여 신$\cdot$재생에너지 전망 및 계획상의 문제점과 RPS도입에 따른 전력시장에서의 효과 등을 확인하고, 최종적으로는 향후 RPS도입을 위한 정책제언을 도출한다.

QFD를 활용한 차량항법 기술 포트폴리오 분석 (An analysis of technology portfolio for the car navigation system using QFD)

  • 진희채;김헌
    • 한국공간정보시스템학회 논문지
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    • 제9권3호
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    • pp.81-89
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    • 2007
  • 본 논문은 품질기능전개(QFD)방법을 이용하여 기술포트폴리오를 분석하고 이를 바탕으로 차량항법 기술개발의 방향을 설정하고자 한다. 품질기능전개(QFD)방법은 고객의 요구와 관련된 기술적 역량을 연계 분석하는데 유용하게 사용된다. 우리는 본 논문에서 잠재고객을 대상으로 수요조사를 실시하고, 다양한 기초자료로 도출된 기술역량 데이터를 이용하여 기술포트폴리오 맵을 작성하고 분석하도록 한다. 그 결과에 의하면 영상HMI기술, 안전운전 지원기술, 단말정보관리기술 등이 상대적으로 기술적 역량과 기술 중요도가 모두 높은 유망한 투자대상 기술분야로 분석되었다.

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포트폴리오 과정 및 평가에 대한 학생의 만족도조사 (A Survey of Student Satisfaction with a Portfolio Process and Assessment)

  • 유동미;한재진;어은경
    • 의학교육논단
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    • 제16권1호
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    • pp.42-49
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    • 2014
  • The purposes of this study were to identify and analyze students' attitudes and satisfaction to the portfolio process and assessment for the Introduction to Clinical Medicine course at Ewha Womans University School of Medicine in Seoul, Korea. The subjects consisted of 64 medical school students. Questionnaires consisting of 20 5-point Likert-type items were developed, including three question domains: 1) orientation, 2) portfolios in general, 3) individualized feedback. The mean and median were found and frequency analysis was performed to identify the common characteristics of the participants. A major finding was that 54.7% of the respondents felt that the self-reflection involved in building the portfolio was a valuable learning experience. Plus, the majority of respondents perceived that the individualized feedback had a positive tone and its contents were specific, practical, and constructive. The students perceived that building and writing portfolios heightened their understanding of exit learning outcomes and enhanced their reflective thinking and self-directed learning skills. Meanwhile, some students perceived that there was too much paperwork in the portfolio process and that the process was time consuming. Furthermore, 32.8% of the respondents said that they had difficulty establishing their learning strategies by themselves and self-directing their learning during the portfolio process. In conclusion, it is expected that building a portfolio can help students not only to enhance their ability to accumulate and use their personal learning resources but also to develop the professional qualities required by doctors, such as self-directed learning, self-reflection, lifelong learning, team work, organizational skills, time management and prioritization, and professional thinking and behavior.