TY - JOUR
T1 - A numerically efficient closed-form representation of mean-variance hedging for exponential additive processes based on Malliavin calculus
AU - Arai, Takuji
AU - Imai, Yuto
N1 - Funding Information:
This work was supported by the Japan Society for the Promotion of Science [Grant number KAKENHI 15K04936].
Publisher Copyright:
© 2018, © 2018 Informa UK Limited, trading as Taylor & Francis Group.
PY - 2018/5/4
Y1 - 2018/5/4
N2 - We focus on mean-variance hedging problem for models whose asset price follows an exponential additive process. Some representations of mean-variance hedging strategies for jump-type models have already been suggested, but none is suited to develop numerical methods of the values of strategies for any given time up to the maturity. In this paper, we aim to derive a new explicit closed-form representation, which enables us to develop an efficient numerical method using the fast Fourier transforms. Note that our representation is described in terms of Malliavin derivatives. In addition, we illustrate numerical results for exponential Lévy models.
AB - We focus on mean-variance hedging problem for models whose asset price follows an exponential additive process. Some representations of mean-variance hedging strategies for jump-type models have already been suggested, but none is suited to develop numerical methods of the values of strategies for any given time up to the maturity. In this paper, we aim to derive a new explicit closed-form representation, which enables us to develop an efficient numerical method using the fast Fourier transforms. Note that our representation is described in terms of Malliavin derivatives. In addition, we illustrate numerical results for exponential Lévy models.
KW - Malliavin calculus
KW - Mean-variance hedging
KW - additive processes
KW - fast Fourier transform
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U2 - 10.1080/1350486X.2018.1506259
DO - 10.1080/1350486X.2018.1506259
M3 - Article
AN - SCOPUS:85052568588
SN - 1350-486X
VL - 25
SP - 247
EP - 267
JO - Applied Mathematical Finance
JF - Applied Mathematical Finance
IS - 3
ER -