Model-free approaches to discern non-stationary microstructure noise and time-varying liquidity in high-frequency data

In this paper, we provide non-parametric statistical tools to test stationarity of microstructure noise in general hidden Itô semimartingales, and discuss how to measure liquidity risk using high-frequency financial data. In particular, we investigate the impact of non-stationary microstructure nois...

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