DOI QR코드

DOI QR Code

Optimal Introductive Sequence of Hedge Fund Baskets in the Korean Market

한국 헤지펀드 시장의 최적의 투자전략 도입순서에 대한 연구

  • Kwon, Do-Gyun (Department of Industrial and Systems Engineering, KAIST) ;
  • Park, Hee Hwan (Department of Industrial and Systems Engineering, KAIST) ;
  • Kang, Dong Hun (Department of Industrial and Systems Engineering, KAIST) ;
  • Kim, Min Jeong (Department of Industrial and Systems Engineering, KAIST)
  • 권도균 (KAIST 산업및시스템공학과) ;
  • 박희환 (KAIST 산업및시스템공학과) ;
  • 강동훈 (KAIST 산업및시스템공학과) ;
  • 김민정 (KAIST 산업및시스템공학과)
  • Received : 2012.11.08
  • Accepted : 2012.11.20
  • Published : 2012.12.01

Abstract

Hedge funds can be established in Korea after the deregulation about setting up private equity funds on September, 2011. Although the variety of asset allocation strategies is the strength of hedge funds, most of Korean hedge funds uses only the equity long/short strategy. Therefore, it is need to introduce other strategies into Korea hedge funds, however all strategies can not be adopted at once because of the infrastructure of Korea financial market. In this paper, we find the optimal introductive order of strategies for Korea hedge fund in view of individual or institutional investors. For this analysis, HFRI data are used for the historical return of each hedge fund strategy and three methods (network visualization, principle component analysis and efficient frontier optimization) are used for finding the optimal order.

Keywords

References

  1. Bodie, Z., Kane, A., and Marcus, A. J. (2011), Investments and Portfolio Management, McGraw-Hill.
  2. Frank., N. (2009), Linkages between Asset Classes during the Financial Crisis, Accounting for Market Microstructure Noise and Non- Synchronous Trading, Oxford University Working Paper, Oxford-Man Institute of Finance and Department of Economics.
  3. Kolar, M., Parikh, A., and Xing, E. (2010), On Sparse Nonparametric Conditional Covariance Selection, International Conference on Machine Learning.