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A limit order book provides information on available limit order prices and their volumes. Based on these quantities … limit order volumes, limit order price gaps, market order information and limit order event information. Logistic regression …
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The study determines if information extracted from a big data set that includes limit order book (LOB) and Dow Jones … corporate news can help to improve realised volatility forecasting for 23 NASDAQ tickers over the sample from 28 June 2007 to 17 … normal volatility day, the ‘negative' sentiment derived from the news has a clear impact, while ‘news count', and to a lesser …
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This paper proposes a generalization of the class of realized semivariance and semicovariance measures introduced by Barndorff-Nielsen, Kinnebrock and Shephard (2010) and Bollerslev, Li, Patton and Quaedvlieg (2020a) to allow for a finer decomposition of realized (co)variances. The new "realized...
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This paper examines the impact of intraday periodicity on forecasting realized volatility using a heterogeneous … autoregressive model (HAR) framework. We show that periodicity inflates the variance of the realized volatility and biases jump …
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