In this paper, we determine whether intraday price dynamics observed on Euronext help characterize market liquidity in real time. We generate 15-minute price movement configurations based on High-Low-Open-Close (HLOC) patterns and measure liquidity in terms of spread, depth, order imbalance,...

We use high-frequency tick data to study stylized facts of the return and volatility dynamics of the nine most liquid cryptocurrencies. Factor structures exist in both returns and volatility, but the explanatory power from the common factor is much stronger for volatility. The factor structures...