Making a few talk for the many – Modeling driver behavior using synthetic populations generated from experimental data

•Data from trucks in right turn maneuvers with the presence of cyclists.•Modeling the behavior of a larger population of truck drivers through Bayesian methods.•Enhancing the use of data sets too small in size for robust analysis.•Sensitivity analysis shows impact of prior distributions.•Results have practical applications for the design of future active safety systems and automated driving.