Residential College | true |
Status | 已發表Published |
Jumps at ultra-high frequency: Evidence from the Chinese stock market | |
Chuanhai Zhang1; Zhi Liu2; Qiang Liu3 | |
2021-09 | |
Source Publication | Pacific Basin Finance Journal |
ABS Journal Level | 2 |
ISSN | 0927-538X |
Volume | 68Pages: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. |
Keyword | Jumps Market Microstructure Noise Pre-averaging Truncated Bi-power Variation Ultra High Frequency Data |
DOI | 10.1016/j.pacfin.2020.101420 |
URL | View the original |
Indexed By | SSCI |
Language | 英語English |
WOS Research Area | Business & Economics |
WOS Subject | Business, Finance |
WOS ID | WOS:000687302600023 |
Publisher | ELSEVIER, RADARWEG 29, 1043 NX AMSTERDAM, NETHERLANDS |
Scopus ID | 2-s2.0-85089892433 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | University of Macau |
Corresponding Author | Chuanhai Zhang |
Affiliation | 1.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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