Quantile regression provides a way to estimate a driver's risk of a traffic accident by means of predicting the percentile of observed distance driven above the legal speed limits over a one year time interval, conditional on some given characteristics such as total distance driven, age, gender,...

Distracted driving is the leading cause of vehicle crashes in the United States. Lawmakers in several states have responded to this phenomena by implementing laws aimed at restricting the use of various handheld devices while operating a vehicle. In this paper, we utilize the temporal regression...