Xiaoyan Huo

A note on out-of-sample prediction, marginal effects computations, and temporal testing with random parameters crash-injury severity models

Qinzhong Hou, Xiaoyan Huo, Junqiang Leng et al. · Analytic Methods in Accident Research · 2021 · 135 citations

Engineering, Accident Investigation, Out-of-sample Prediction +9

Examination of driver injury severity in freeway single-vehicle crashes using a mixed logit model with heterogeneity-in-means

Qinzhong Hou, Xiaoyan Huo, Junqiang Leng et al. · Physica A Statistical Mechanics and its Applications · 2019 · 71 citations

Engineering, Driver Behavior, Accident Investigation +12

A correlated random parameters tobit model to analyze the safety effects and temporal instability of factors affecting crash rates

Qinzhong Hou, Xiaoyan Huo, Junqiang Leng · Accident Analysis & Prevention · 2019 · 66 citations

Safety Engineering, Safety-critical System, Engineering +10

Comparative analysis of alternative random parameters count data models in highway safety

Qinzhong Hou, Xiaoyan Huo, Andrew P. Tarko et al. · Analytic Methods in Accident Research · 2021 · 53 citations

Engineering, Data Science, Road Traffic Safety +10

Assessing the explanatory and predictive performance of a random parameters count model with heterogeneity in means and variances

Xiaoyan Huo, Junqian Leng, Qinzhong Hou et al. · Accident Analysis & Prevention · 2020 · 47 citations

Parameter Estimation, Engineering, Data Science +9