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Jumps at ultra-high frequency: Evidence from the Chinese stock market
Chuanhai Zhang1; Zhi Liu2; Qiang Liu3
2021-09
Source PublicationPacific Basin Finance Journal
ABS Journal Level2
ISSN0927-538X
Volume68Pages:101420
Abstract

This paper investigates the magnitude of the jump component to total price variance in the Chinese stock market based on the highest resolution data. We apply the newly proposed jump test for semi-martingale contaminated by microstructure noise based on the truncated pre-averaging bi-power estimation. Theoretically, we prove that such test achieves satisfactory asymptotic size and power. The universal threshold technique can also be adopted to avoid spurious detections and the Monte Carlo simulations show reasonable performance of the test in noisy setting. The empirical results imply that jump variation is an order of magnitude smaller than typical estimates found in the existing literature from different angles, and the further empirical results also support these findings.

KeywordJumps Market Microstructure Noise Pre-averaging Truncated Bi-power Variation Ultra High Frequency Data
DOI10.1016/j.pacfin.2020.101420
URLView the original
Indexed BySSCI
Language英語English
WOS Research AreaBusiness & Economics
WOS SubjectBusiness, Finance
WOS IDWOS:000687302600023
PublisherELSEVIER, RADARWEG 29, 1043 NX AMSTERDAM, NETHERLANDS
Scopus ID2-s2.0-85089892433
Fulltext Access
Citation statistics
Document TypeJournal article
CollectionUniversity of Macau
Corresponding AuthorChuanhai Zhang
Affiliation1.School of Finance,Zhongnan University of Economics and Law,Wuhan,430073,China
2.Faculty of Science and Technology,University of Macau,China
3.Department of Mathematics,Faculty of Science,National University of Singapore,Singapore
Recommended Citation
GB/T 7714
Chuanhai Zhang,Zhi Liu,Qiang Liu. Jumps at ultra-high frequency: Evidence from the Chinese stock market[J]. Pacific Basin Finance Journal, 2021, 68, 101420.
APA Chuanhai Zhang., Zhi Liu., & Qiang Liu (2021). Jumps at ultra-high frequency: Evidence from the Chinese stock market. Pacific Basin Finance Journal, 68, 101420.
MLA Chuanhai Zhang,et al."Jumps at ultra-high frequency: Evidence from the Chinese stock market".Pacific Basin Finance Journal 68(2021):101420.
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