Residential College | false |
Status | 已發表Published |
Large Deviation Principles of Realized Laplace Transform of Volatility | |
Feng, Xinwei1; He, Lidan2; Liu, Zhi3 | |
2021-01-06 | |
Source Publication | Journal of Theoretical Probability |
ISSN | 0894-9840 |
Volume | 35Issue:1Pages:186-208 |
Abstract | Under the scenario of high-frequency data, a consistent estimator of the realized Laplace transform of volatility is proposed by Todorov and Tauchen (Econometrica 80:1105–1127, 2012) and a related central limit theorem has been well established. In this paper, we investigate the asymptotic tail behaviour of the empirical realized Laplace transform of volatility (ERLTV). We establish both a large deviation principle and a moderate deviation principle for the ERLTV. The good rate function for the large deviation principle is well defined in the whole real space, which indicates a limit for the normalized logarithmic tail probability of the ERLTV. Moreover, we also derive the function-level large and moderate deviation principles for ERLTV. |
Keyword | High-frequency Data Large Deviation Moderate Deviation Realized Laplace Transform Of Volatility Semi-martingale |
DOI | 10.1007/s10959-020-01055-4 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Mathematics |
WOS Subject | Statistics & Probability |
WOS ID | WOS:000605538700001 |
Publisher | SPRINGER/PLENUM PUBLISHERS233 SPRING ST, NEW YORK, NY 10013 |
Scopus ID | 2-s2.0-85099028427 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | Faculty of Science and Technology DEPARTMENT OF MATHEMATICS |
Affiliation | 1.Zhongtai Securities Institute for Financial Studies, Shandong University, Jinan, Shandong Province, China 2.University of Macau, Macao 3.Zhuhai-UM Science and Technology Research Institute, Zhuhai, China |
Recommended Citation GB/T 7714 | Feng, Xinwei,He, Lidan,Liu, Zhi. Large Deviation Principles of Realized Laplace Transform of Volatility[J]. Journal of Theoretical Probability, 2021, 35(1), 186-208. |
APA | Feng, Xinwei., He, Lidan., & Liu, Zhi (2021). Large Deviation Principles of Realized Laplace Transform of Volatility. Journal of Theoretical Probability, 35(1), 186-208. |
MLA | Feng, Xinwei,et al."Large Deviation Principles of Realized Laplace Transform of Volatility".Journal of Theoretical Probability 35.1(2021):186-208. |
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