TY - JOUR
T1 - Dynamic allocations for currency futures under switching regimes signals
AU - Reus, Lorenzo
AU - Mulvey, John M.
N1 - Publisher Copyright:
© 2016 Elsevier B.V. All rights reserved.
PY - 2016/8/16
Y1 - 2016/8/16
N2 - Over the last decades, speculative investors in the FX market have profited in the well known currency carry trade strategy (CT). However, during currencies or global financial crashes, CT produces substantial losses. In this work we present a methodology that enhances CT performance significantly. For our final strategy, constructed backtests show that the mean-semivolatility ratio can be more than doubled with respect to benchmark CT. To do the latter, we first identify and classify CT returns according to their behavior in different regimes, using a Hidden Markov Model (HMM). The model helps to determine when to open and close positions, depending whether the regime is favorable to CT or not. Finally we employ a mean-semivariance allocation model to improve allocations when positions are opened.
AB - Over the last decades, speculative investors in the FX market have profited in the well known currency carry trade strategy (CT). However, during currencies or global financial crashes, CT produces substantial losses. In this work we present a methodology that enhances CT performance significantly. For our final strategy, constructed backtests show that the mean-semivolatility ratio can be more than doubled with respect to benchmark CT. To do the latter, we first identify and classify CT returns according to their behavior in different regimes, using a Hidden Markov Model (HMM). The model helps to determine when to open and close positions, depending whether the regime is favorable to CT or not. Finally we employ a mean-semivariance allocation model to improve allocations when positions are opened.
KW - Carry trade
KW - Currency futures
KW - Investment analysis
KW - Mean-semivariance portfolio optimization
KW - Regime identification
UR - http://www.scopus.com/inward/record.url?scp=84959904204&partnerID=8YFLogxK
U2 - 10.1016/j.ejor.2016.02.024
DO - 10.1016/j.ejor.2016.02.024
M3 - Article
AN - SCOPUS:84959904204
SN - 0377-2217
VL - 253
SP - 85
EP - 93
JO - European Journal of Operational Research
JF - European Journal of Operational Research
IS - 1
ER -