The paper develops and estimates a Markov-modulated Hawkes process with piecewise constant decay and uses it to flag extreme trade bursts on a cryptocurrency exchange.
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High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process
The paper develops and estimates a Markov-modulated Hawkes process with piecewise constant decay and uses it to flag extreme trade bursts on a cryptocurrency exchange.