A Combined Filtering Approach to High-Frequency Volatility Estimation with Mixed-Type Microstructure Noises

Author:

Tang Yinfen,Zhang Zhiyuan

Publisher

Elsevier BV

Reference45 articles.

1. The Leverage Effect Puzzle: Disentangling Sources of Bias at High Frequency;A�?ta�?t-Sahalia;Journal of Financial Economics,2013

2. How Often to Sample a Continuous-Time Process in the Presence of Market Microstructure Noise;Y A�?ta�?t-Sahalia;Review of Financial studies,2005

3. A Hausman test for the presence of market microstructure noise in high frequency data;Y A�?ta�?t-Sahalia;Journal of Econometrics,2017

4. simply applying DNV to such model with both rounding and random noise does not really take care of rounding effect. There is also a nontrivial interaction between rounding and random noise that is difficult to disentangle. As we mentioned in the third-to-last paragraph of the Introduction;The additional presence of random noise destroys the model structure to which DNV applies, hence

5. Exchange Rate Returns Standardized by Realized Volatility are (Nearly) Gaussian

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