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Large Deviation Principles of Realized Laplace Transform of Volatility
Feng, Xinwei1; He, Lidan2; Liu, Zhi3
2021-01-06
Source PublicationJournal of Theoretical Probability
ISSN0894-9840
Volume35Issue: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.

KeywordHigh-frequency Data Large Deviation Moderate Deviation Realized Laplace Transform Of Volatility Semi-martingale
DOI10.1007/s10959-020-01055-4
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaMathematics
WOS SubjectStatistics & Probability
WOS IDWOS:000605538700001
PublisherSPRINGER/PLENUM PUBLISHERS233 SPRING ST, NEW YORK, NY 10013
Scopus ID2-s2.0-85099028427
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Citation statistics
Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF MATHEMATICS
Affiliation1.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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