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F. Mannering · SciRah

Researcher profile · Semantic Scholar

F. Mannering

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F. Mannering — researcher profile on SciRah

h-index: 86
Works: 286
Citations: 30K

Most-cited papers

Unobserved heterogeneity and the statistical analysis of highway accident data
F. Mannering, V. Shankar, C. Bhat
20161,369 citations
Semantic Scholar
Analytic methods in accident research: Methodological frontier and future directions
F. Mannering, C. Bhat
20141,224 citations
Semantic Scholar
The statistical analysis of highway crash-injury severities: a review and assessment of methodological alternatives.
P. Savolainen, F. Mannering, D. Lord, M. Quddus
2011Accident Analysis and Prevention1,025 citations Open access
Semantic Scholar
Temporal instability and the analysis of highway accident data
F. Mannering
2018489 citations
Semantic Scholar
Latent Variable Models
Simon Washington, M. Karlaftis, F. Mannering, P. Anastasopoulos
2019Statistical and Econometric Methods for Transportation Data Analysis393 citations
Semantic Scholar
Determinants of bicyclist injury severities in bicycle-vehicle crashes: A random parameters approach with heterogeneity in means and variances
A. Behnood, F. Mannering
2017386 citations
Semantic Scholar
Big data, traditional data and the tradeoffs between prediction and causality in highway-safety analysis
F. Mannering, C. Bhat, V. Shankar, M. Abdel-Aty
2020Analytic Methods in Accident Research378 citations
Semantic Scholar
Modeling traffic conflicts for use in road safety analysis: A review of analytic methods and future directions
Zheng-Qing Lai, T. Sayed, F. Mannering
2020324 citations
Semantic Scholar
Occupant injury severities in hybrid-vehicle involved crashes: A random parameters approach with heterogeneity in means and variances
Puttipan Seraneeprakarn, Shuaiqi Huang, V. Shankar, F. Mannering +2 more
2017298 citations
Semantic Scholar
The temporal stability of factors affecting driver-injury severities in single-vehicle crashes: Some empirical evidence
A. Behnood, F. Mannering
2015282 citations
Semantic Scholar
Time-of-day variations and temporal instability of factors affecting injury severities in large-truck crashes
A. Behnood, F. Mannering
2019Analytic Methods in Accident Research264 citations
Semantic Scholar
A study of factors affecting highway accident rates using the random-parameters tobit model.
Panagiotis Ch. Anastasopoulos, F. Mannering, V. Shankar, J. Haddock
2012Accident Analysis and Prevention255 citations
Semantic Scholar
The effect of passengers on driver-injury severities in single-vehicle crashes: A random parameters heterogeneity-in-means approach
A. Behnood, F. Mannering
2017254 citations
Semantic Scholar
The effects of road-surface conditions, age, and gender on driver-injury severities.
Abigail Morgan, F. Mannering
2011Accident Analysis and Prevention253 citations
Semantic Scholar
An empirical assessment of the effects of economic recessions on pedestrian-injury crashes using mixed and latent-class models
A. Behnood, F. Mannering
2016248 citations
Semantic Scholar
A statistical assessment of temporal instability in the factors determining motorcyclist injury severities
Nawaf Alnawmasi, F. Mannering
2019Analytic Methods in Accident Research245 citations
Semantic Scholar
A systematic review of traffic conflict-based safety measures with a focus on application context
A. Arun, M. Haque, S. Washington, T. Sayed +1 more
2021229 citations Open access
Semantic Scholar
A temporal analysis of driver-injury severities in crashes involving aggressive and non-aggressive driving
Mouyid Islam, F. Mannering
2020215 citations
Semantic Scholar
Latent Class Analysis of the Effects of Age, Gender, and Alcohol Consumption on Driver-Injury Severities
A. Behnood, A. M. Roshandeh, F. Mannering
2014207 citations
Semantic Scholar
A multivariate tobit analysis of highway accident-injury-severity rates.
Panagiotis Ch. Anastasopoulos, V. Shankar, J. Haddock, F. Mannering
2012Accident Analysis and Prevention200 citations
Semantic Scholar
Statistical and Econometric Methods for Transportation Data Analysis
Simon Washington, M. Karlaftis, F. Mannering, P. Anastasopoulos
2020191 citations
Semantic Scholar
Shared autonomous vehicles and their potential impacts on household vehicle ownership: An exploratory empirical assessment
N. Menon, Natalia Barbour, Yu Zhang, A. Pinjari +1 more
2019176 citations
Semantic Scholar
The heterogeneous effects of guardian supervision on adolescent driver-injury severities: A finite-mixture random-parameters approach
Yingge Xiong, F. Mannering
2013175 citations
Semantic Scholar
A note on out-of-sample prediction, marginal effects computations, and temporal testing with random parameters crash-injury severity models
Qinzhong Hou, Xiao-Yan Huo, Jun-Qiang Leng, F. Mannering
2021Analytic Methods in Accident Research161 citations
Semantic Scholar
Unobserved heterogeneity and temporal instability in the analysis of work-zone crash-injury severities
Mouyid Islam, Nawaf Alnawmasi, F. Mannering
2020Analytic Methods in Accident Research157 citations
Semantic Scholar
The analysis of vehicle crash injury-severity data: A Markov switching approach with road-segment heterogeneity
Yingge Xiong, J. Tobias, F. Mannering
2014148 citations
Semantic Scholar
Differences between day and night pedestrian-injury severities: Accounting for temporal and unobserved effects in prediction
Asim Alogaili, F. Mannering
2021Analytic Methods in Accident Research138 citations
Semantic Scholar
Analysis of vehicle accident-injury severities: A comparison of segment- versus accident-based latent class ordered probit models with class-probability functions
Grigorios Fountas, Panagiotis Ch. Anastasopoulos, F. Mannering
2018Analytic Methods in Accident Research124 citations Open access
Semantic Scholar
Statistical analysis of pedestrian perceptions of sidewalk level of service in the presence of bicycles
Lei Kang, Yingge Xiong, F. Mannering
2013119 citations
Semantic Scholar
The role of gender and temporal instability in driver-injury severities in crashes caused by speeds too fast for conditions.
Mouyid Islam, F. Mannering
2021Accident Analysis and Prevention113 citations
Semantic Scholar
A statistical analysis of bike sharing usage and its potential as an auto-trip substitute
Natalia Barbour, Yu Zhang, F. Mannering
2019Journal of Transport and Health113 citations Open access
Semantic Scholar
The impact of higher speed limits on the frequency and severity of freeway crashes: Accounting for temporal shifts and unobserved heterogeneity
Nawaf Alnawmasi, F. Mannering
2021Analytic Methods in Accident Research107 citations
Semantic Scholar
An analysis of day and night bicyclist injury severities in vehicle/bicycle crashes: A comparison of unconstrained and partially constrained temporal modeling approaches
Nawaf Alnawmasi, F. Mannering
2023Analytic Methods in Accident Research100 citations
Semantic Scholar
How many are enough?: Investigating the effectiveness of multiple conflict indicators for crash frequency-by-severity estimation by automated traffic conflict analysis
A. Arun, M. Haque, S. Washington, T. Sayed +1 more
2022Transportation Research Part C: Emerging Technologies100 citations Open access
Semantic Scholar
The effect of speed limits on drivers' choice of speed: A random parameters seemingly unrelated equations approach
Panagiotis Ch. Anastasopoulos, F. Mannering
201699 citations
Semantic Scholar
Assessing traffic conflict/crash relationships with extreme value theory: Recent developments and future directions for connected and autonomous vehicle and highway safety research
Y. Ali, Md Mazharul Haque, F. Mannering
2023Analytic Methods in Accident Research91 citations Open access
Semantic Scholar
Safety impacts of signal-warning flashers and speed control at high-speed signalized intersections.
Zifeng Wu, Anuj Sharma, F. Mannering, Shefang Wang
2013Accident Analysis and Prevention87 citations
Semantic Scholar
Shared automated vehicles: A statistical analysis of consumer use likelihoods and concerns
Natalia Barbour, N. Menon, Yu Zhang, F. Mannering
2019Transport Policy86 citations
Semantic Scholar
A statistical assessment of work-from-home participation during different stages of the COVID-19 pandemic
Natalia Barbour, N. Menon, F. Mannering
2021Transportation Research Interdisciplinary Perspectives84 citations Open access
Semantic Scholar
The effects of drug and alcohol consumption on driver injury severities in single-vehicle crashes
A. Behnood, F. Mannering
2017Traffic Injury Prevention82 citations
Semantic Scholar
Empirical Assessment of the Likelihood and Duration of Highway Project Time Delays
Panagiotis Ch. Anastasopoulos, S. Labi, A. Bhargava, F. Mannering
201281 citations
Semantic Scholar
Evidence of sample selectivity in highway injury-severity models: The case of risky driving during COVID-19
Mouyid Islam, Asim Alogaili, F. Mannering, M. Maness
2022Analytic Methods in Accident Research75 citations Open access
Semantic Scholar
Household Automobile and Motorcycle Ownership Analyzed with Random Parameters Bivariate Ordered Probit Model
Panagiotis Ch. Anastasopoulos, M. Karlaftis, J. Haddock, F. Mannering
201273 citations
Semantic Scholar
A Bayesian generalised extreme value model to estimate real-time pedestrian crash risks at signalised intersections using Artificial Intelligence-based Video Analytics
Y. Ali, Md. Mazharul Haque, F. Mannering
2022Analytic Methods in Accident Research69 citations Open access
Semantic Scholar
A statistical analysis of the dynamics of household hurricane-evacuation decisions
Md Tawfiq Sarwar, Panagiotis Ch. Anastasopoulos, S. Ukkusuri, Pamela M. Murray-Tuite +1 more
201866 citations
Semantic Scholar
Analysis of Pavement Overlay and Replacement Performance Using Random Parameters Hazard-Based Duration Models
Panagiotis Ch. Anastasopoulos, F. Mannering
201566 citations
Semantic Scholar
A temporal assessment of distracted driving injury severities using alternate unobserved-heterogeneity modeling approaches
Nawaf Alnawmasi, F. Mannering
2022Analytic Methods in Accident Research64 citations
Semantic Scholar
The effect of information on changing opinions toward autonomous vehicle adoption: An exploratory analysis
Parvathy Vinod Sheela, F. Mannering
2019International Journal of Sustainable Transportation61 citations
Semantic Scholar
Unobserved heterogeneity and the effects of driver nationality on crash injury severities in Saudi Arabia.
Asim Alogaili, F. Mannering
2020Accident Analysis and Prevention60 citations
Semantic Scholar
A Physics-informed road user safety field theory for traffic safety assessments applying artificial intelligence-based video analytics
A. Arun, M. Haque, S. Washington, F. Mannering
2022Analytic Methods in Accident Research49 citations Open access
Semantic Scholar

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