Abstract:two others who wished to remain anonymous. A very special thanks to Joel Hasbrouck for several valuable discussions concerning the analysis in this paper and especially for suggesting procedures to overcome data deficiencies and anomalies; thanks also to Ravi Jagannathan for his comments and suggestions. Much useful input was also provided by participants at conferences and seminars where earlier versions of this paper were presented including the Nasdaq OMX Derivatives
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