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Realized Probability

delete2025-07-03
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PRE
AI
H
Haibin Xie *
J
Jingjie Zhang
Y
Yun Chen
Z
Zudi Lu
DOI:10.1007/s11424-025-3179-7delete
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Abstract

Abstract

En 中文
Under the assumption that asset prices follow a mixed gamma process, this paper first shows that return series can be presented as a difference of two gamma processes and then proposes a realized probability index for return direction forecasting. The underlying distribution of this new index is analyzed and found to be beta-distributed. Both theoretical and empirical results show that this new index is more efficient than the traditional binary index.
Keywords:
Beta distribution
mixed Gamma process
realized probability
return decomposition

Journal

Journal of Systems Science and Complexity cover
Journal of Systems Science and Complexity
IF:
2.8
Papers:
212
Citations:
2.1K

Organization

S
School of Banking and Finance
Scholars:
4
Papers: 2
Citations: 0