Title: Sleuth: A Quasi-Model-Independent Search Strategy for New Physics Link to paper if available: > http://arxiv.org/abs/hep-ex/0006011, Phys. Rev. D 62, 92004 (2000) http://arxiv.org/abs/hep-ex/0011067 http://arxiv.org/abs/hep-ex/0011071 Session of First Preference: Beyond the Standard Model Session of Second Preference: Test of the Standard Model LP Session: EW physics and beyond II Abstract: We present Sleuth, a new quasi-model-independent search strategy for new high p_T physics. We define final states to be studied, and construct a rule that identifies a set of relevant variables for any particular final state. A novel algorithm searches for regions of excess in those variables and quantifies the significance of any detected excess. After demonstrating the sensitivity of the method, we apply it to the analysis of over thirty exclusive final states in data collected by the DZero experiment during 1992-1996 at the Fermilab Tevatron. Results of this search will be presented. Submitted: 9 April 2001