TY - JOUR
T1 - Modeling and managing portfolios including listed private equity
AU - Aigner, Philipp
AU - Beyschlag, Georg
AU - Friederich, Tim
AU - Kalepky, Markus
AU - Zagst, Rudi
PY - 2012/4
Y1 - 2012/4
N2 - Listed private equity (LPE) provides investors with a liquid means of considering private equity in their portfolios. This paper presents a first-order autoregressive Markov-switching model (ARMS) which is able to capture the characteristics of the asset classes bonds, stocks, and LPE, such as heavy tails and autocorrelation. Optimizing a portfolio between bonds, stocks, and LPE shows that an investor benefits from including LPE due to the high diversification effects, which also holds for a very risk-averse investor. Allocating a portfolio with the presented Markov-switching optimization can help to significantly outperform a portfolio which is optimized assuming an underlying geometric Brownian motion (GBM) even during the financial crisis: The terminal value of a portfolio of a model investor with medium risk aversion was on average 8.7% higher over the three years 20072009 than the GBM portfolio.
AB - Listed private equity (LPE) provides investors with a liquid means of considering private equity in their portfolios. This paper presents a first-order autoregressive Markov-switching model (ARMS) which is able to capture the characteristics of the asset classes bonds, stocks, and LPE, such as heavy tails and autocorrelation. Optimizing a portfolio between bonds, stocks, and LPE shows that an investor benefits from including LPE due to the high diversification effects, which also holds for a very risk-averse investor. Allocating a portfolio with the presented Markov-switching optimization can help to significantly outperform a portfolio which is optimized assuming an underlying geometric Brownian motion (GBM) even during the financial crisis: The terminal value of a portfolio of a model investor with medium risk aversion was on average 8.7% higher over the three years 20072009 than the GBM portfolio.
KW - Asset allocation
KW - Financial crisis
KW - Listed private equity
KW - Markov-switching models
KW - Portfolio optimization
KW - Private equity
UR - http://www.scopus.com/inward/record.url?scp=80051789058&partnerID=8YFLogxK
U2 - 10.1016/j.cor.2010.12.015
DO - 10.1016/j.cor.2010.12.015
M3 - Article
AN - SCOPUS:80051789058
SN - 0305-0548
VL - 39
SP - 753
EP - 764
JO - Computers and Operations Research
JF - Computers and Operations Research
IS - 4
ER -