A Market-Weighted Description of Low-Beam Headlighting Patterns in the U.S.: 2004
Schoettle, B., Sivak, M., Flannagan, M.J., Kosmatka, W.J. 2004. A Market-Weighted Description of Low-Beam Headlighting Patterns in the U.S.: 2004.
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Research Groups and Initiatives
- Groups
- -Behavioral Sciences
- -Biosciences
- -Driver Interface
- -Engineering Systems
- -Human Factors
- -ITS Integration
- -Transportation Data Center
- -Vehicle Safety Analytics
- -Vehicle Systems and Control
- -Young Driver Behavior and Injury Prevention
- Initiatives
- -Commercial Vehicle Research and Policy
- -M-CASTL
- -Naturalistic Driving and GIS Data
- -SMART
- -Sustainable Worldwide Transportation
- Other Research Activities
- -Automotive Analysis
- -Center for Injury Prevention among Youth
- -Human Factors Industry Affiliation Program
Research Programs
Contact Human Factors
Michael Sivak, Head
E: sivak@umich.edu
P: +1 (734) 764-4158
F: +1 (734) 764-1221
Primary Researchers:
Michael J. Flannagan
James R. Sayer
John M. Sullivan