1. Senior Research Scientist, Center for Property Risk Solutions, FM Global, Research Division, 1151 Boston Providence Turnpike, Norwood, MA 02062 (corresponding author).
2. Senior Lead Research Scientist, Center for Property Risk Solutions, FM Global, Research Division, 1151 Boston Providence Turnpike, Norwood, MA 02062.