TY - JOUR
T1 - Dynamic allocations for currency investment strategies
AU - Nakagawa, Kei
AU - Sakemoto, Ryuta
N1 - Publisher Copyright:
© 2022 Informa UK Limited, trading as Taylor & Francis Group.
PY - 2022
Y1 - 2022
N2 - This study conducts out-of-sample tests for returns on individual currency investment strategies and the weights on the universe of these strategies. We focus on five investment strategies: carry, momentum, value, dollar carry, and conditional FX correlation risk. The performances of our predictive models are evaluated using both statistical and economic measures. Within a dynamic asset allocation framework, an investor adjusts investment strategy weights based on the results of the prediction models. We find that our predictive model outperforms our benchmark, which uses historical average information in terms of statistical and economic measures. When the Sharpe ratio of the benchmark model is 0.52, our predictive model generates an economic gain of approximately 1.16% per annum over the benchmark. These findings are robust to the changes in investors’ risk aversion and target volatility for portfolio optimization.
AB - This study conducts out-of-sample tests for returns on individual currency investment strategies and the weights on the universe of these strategies. We focus on five investment strategies: carry, momentum, value, dollar carry, and conditional FX correlation risk. The performances of our predictive models are evaluated using both statistical and economic measures. Within a dynamic asset allocation framework, an investor adjusts investment strategy weights based on the results of the prediction models. We find that our predictive model outperforms our benchmark, which uses historical average information in terms of statistical and economic measures. When the Sharpe ratio of the benchmark model is 0.52, our predictive model generates an economic gain of approximately 1.16% per annum over the benchmark. These findings are robust to the changes in investors’ risk aversion and target volatility for portfolio optimization.
KW - Currency portfolio
KW - economic value
KW - out-of-sample predictability
KW - portfolio optimization
KW - risk diversification
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U2 - 10.1080/1351847X.2022.2100715
DO - 10.1080/1351847X.2022.2100715
M3 - Article
AN - SCOPUS:85135487024
SN - 1351-847X
JO - European Journal of Finance
JF - European Journal of Finance
ER -