Theofilatos A., Yannis G., Vlahogianni E.I. and Golias J.C. 1 STOCHASTIC CUSP CATASTROPHE MODELS WITH TRAFFIC AND WEATHER DATA FOR CRASH SEVERITY ANALYSIS ON URBAN ARTERIALS Athanasios Theofilatos*, PhD Research Associate National Technical University of Athens, 5 Iroon Polytechniou St., GR-15773, Athens, Greece Tel: +30 210 772 1575; Fax: +30 210 772 1454 E-mail: atheofil@central.ntua.gr George Yannis, PhD Professor National Technical University of Athens Department of Transportation Planning and Engineering 5 Iroon Polytechniou St., GR-15773, Athens, Greece Tel: +302107721326, Fax: +302107721454 E-mail: geyannis@central.ntua.gr Eleni I. Vlahogianni, PhD Assistant Professor National Technical University of Athens, 5 Iroon Polytechniou Str, Zografou Campus, 157 73 Athens Greece Tel: +30 210 772 1369; Fax: +30 210 772 1454 E-mail: elenivl@central.ntua.gr John C. Golias, PhD Professor National Technical University of Athens, 5 Iroon Polytechniou Str, Zografou Campus, 157 73 Athens Greece Tel: +30 210 772 1276; Fax: +30 210 772 1454 E-mail: igolias@central.ntua.gr *Corresponding Author Word Count: 7180 (Tables: 5, Figures: 2) TRB 2017 Annual Meeting Paper revised from original submittal.