TY - JOUR AU - Engle,Robert F. TI - The Econometrics of Ultra-High Frequency Data JF - National Bureau of Economic Research Working Paper Series VL - No. 5816 PY - 1996 Y2 - November 1996 UR - http://www.nber.org/papers/w5816 L1 - http://www.nber.org/papers/w5816.pdf N1 - Author contact info: Robert F. Engle, III Department of Finance, Stern School of Business New York University, Salomon Center 44 West 4th Street, Suite 9-160 New York, NY 10012-1126 Tel: 212/998-0710 Fax: 212/995-4220 E-Mail: rengle@stern.nyu.edu AB - Ultra-high frequency data are complete transactions data which inherently arrive at random times. Marked point processes provide a theoretical framework for analysis of such data sets. The ACD model developed by Engle and Russell (1995) is then applied to IBM transactions data to develop semi-parametric hazard estimates and measures of instantaneous conditional variances. The variances are negatively influenced by surprisingly long durations as suggested by some of the market micro-structure literature ER -