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Academy of Mathematics and Systems Science, CAS Colloquia & Seminars：Estimating Factor-Based Spot Volatility Matrices with Noisy and Asynchronous High-Frequency Data
噪声 异步高频 数据估算 因子 现货波动率 矩阵
2023/5/4
With noisy and asynchronous high-frequency data collected for an ultra-large number of assets, we estimate high-dimensional spot volatility matrices satisfying a low-rank plus sparse structure. A loca...
Is Brownian motion necessary to model high-frequency data?
Brownian motion high-frequency data
2010/11/18
This paper considers the problem of testing for the presence of a continuous part in a semimartingale sampled at high frequency. We provide two tests, one where the null hypothesis is that a continuou...
ESTIMATING THE DEGREE OF ACTIVITY OF JUMPS IN HIGH FREQUENCY DATA
Jumps index of activity infinite activity discrete sampling high frequency
2014/3/13
We define a generalized index of jump activity, propose estimators of that index for a discretely sampled process and derive the estimators’ properties.These estimators are applicable despite the pres...