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Rate efficient estimation of realized Laplace transform of volatility with microstructure noise Journal article
SCANDINAVIAN JOURNAL OF STATISTICS, 2019,Volume: 46,Issue: 3,Page: 920-953
Authors:  Li Wang;  Zhi Liu;  Xiaochao Xia
Favorite  |  View/Download:9/0  |  Submit date:2020/05/22
High-frequency Data  Stable Convergence  Laplace Transform Of Volatility  Microstructure Noise  Pre-averaging  
Rate efficient estimation of realized Laplace transform of volatility with microstructure noise Journal article
SCANDINAVIAN JOURNAL OF STATISTICS, 2019,Volume: 46,Issue: 3,Page: 920-953
Authors:  Li Wang;  Zhi Liu;  Xiaochao Xia
Favorite  |  View/Download:2/0  |  Submit date:2020/06/03
High-frequency Data  Stable Convergence  Laplace Transform Of Volatility  Microstructure Noise  Pre-averaging  
Pre-averaging estimate of high dimensional integrated covariance matrix with noisy and asynchronous high-frequency data Journal article
RANDOM MATRICES-THEORY AND APPLICATIONS, 2018,Volume: 7,Issue: 3
Authors:  Liu, Zhi;  Xia, Xiaochao;  Zhou, Guoliang
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
High-frequency Data  Volatility Estimation  Microstructure Noise  
Realized Laplace Transforms for Pure Jump Semi-martingales with Presence of Microstructure Noise Journal article
Soft Computing, 2018
Authors:  Li Wang;  Zhi Liu;  Xiaochao Xia
Favorite  |  View/Download:4/0  |  Submit date:2019/06/10
High-frequency Data  Laplace Transform  Microstructure Noise  Pure Jump Processes  
Realized Laplace transforms for pure jump semimartingales with presence of microstructure noise Journal article
SOFT COMPUTING, 2018,Volume: 23,Issue: 14,Page: 5739-5752
Authors:  Li Wang;  Zhi Liu;  · Xiaochao Xi
Favorite  |  View/Download:2/0  |  Submit date:2020/06/03
High-frequency Data  Laplace Transform  Microstructure Noise  Pure Jump Processes  
Estimating the integrated volatility using high-frequency data with zero durations Journal article
JOURNAL OF ECONOMETRICS, 2018,Volume: 204,Issue: 1,Page: 18-32
Authors:  Liu, Zhi;  Kong, Xin-Bing;  Jing, Bing-Yi
Favorite  |  View/Download:24/0  |  Submit date:2018/10/30
Ito Semimartingale  High Frequency Data  Multiple Transactions  Realized Power Variations  Microstructure Noise  Central Limit Theorem  
Realized Laplace Transform of Volatility with Microstructure Noise Journal article
Scandinavian Journal of Statistics, 2018
Authors:  Li Wang;  Zhi Liu;  Xiaochao Xia
Favorite  |  View/Download:7/0  |  Submit date:2019/06/10
High-frequency Data  Stable Convergence  Laplace Transform Of Volatility  Microstructure Noise  Pre-averaging  
Determining the integrated volatility via limit order books with multiple records Journal article
Quantitative Finance, 2017,Volume: 17,Issue: 11,Page: 1697-1714
Authors:  YIQI LIU;  QIANG LIU;  ZHI LIU;  DENG DING
Favorite  |  View/Download:12/0  |  Submit date:2019/05/22
High-frequency Data  Integrated Volatility  Limit Order Books  Microstructure Noise  Multiple Records  
Jump-robust estimation of volatility with simultaneous presence of microstructure noise and multiple observations Journal article
FINANCE AND STOCHASTICS, 2017,Volume: 21,Issue: 2,Page: 427-469
Authors:  Liu, Zhi
Favorite  |  View/Download:17/0  |  Submit date:2018/10/30
Integrated Volatility  High-frequency Data  Multiple Observations  Stable Convergence  
ESTIMATING VOLATILITY FUNCTIONALS WITH MULTIPLE TRANSACTIONS Journal article
ECONOMETRIC THEORY, 2017,Volume: 33,Issue: 2,Page: 331-365
Authors:  Jing, Bing-Yi;  Liu, Zhi;  Kong, Xin-Bing
Favorite  |  View/Download:16/0  |  Submit date:2018/10/30