Statistical identification with hidden Markov models of large order splitting strategies in an equity market

Gabriella Vaglica, Fabrizio Lillo, Rosario N. Mantegna

Large trades in a financial market are usually split into smaller parts and traded incrementally over extended periods of time. We address these large trades as hidden orders. In o…