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Volumn 135, Issue , 2020, Pages

Exploring injury severity in head-on crashes using latent class clustering analysis and mixed logit model: A case study of North Carolina

Author keywords

Head on crashes; Latent class clustering; Mixed logit model; Severity analysis

Indexed keywords

HIGHWAY ENGINEERING;

EID: 85077298405     PISSN: 00014575     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.aap.2019.105388     Document Type: Article
Times cited : (84)

References (61)
  • 1
    • 0345867100 scopus 로고    scopus 로고
    • Analysis of driver injury severity levels at multiple locations using ordered probit models
    • Abdel-Aty, M., Analysis of driver injury severity levels at multiple locations using ordered probit models. J. Saf. Res. 34:5 (2003), 597–603.
    • (2003) J. Saf. Res. , vol.34 , Issue.5 , pp. 597-603
    • Abdel-Aty, M.1
  • 2
    • 85064234017 scopus 로고    scopus 로고
    • A statistical assessment of temporal instability in the factors determining motorcyclist injury severities
    • Alnawmasi, N., Mannering, F., A statistical assessment of temporal instability in the factors determining motorcyclist injury severities. Anal. Methods Accid. Res., 22, 2019, 100090.
    • (2019) Anal. Methods Accid. Res. , vol.22
    • Alnawmasi, N.1    Mannering, F.2
  • 3
    • 79952448220 scopus 로고    scopus 로고
    • An empirical assessment of fixed and random parameter logit models using crash-and non-crash-specific injury data
    • Anastasopoulos, P.C., Mannering, F.L., An empirical assessment of fixed and random parameter logit models using crash-and non-crash-specific injury data. Accid. Anal. Prev. 43:3 (2011), 1140–1147.
    • (2011) Accid. Anal. Prev. , vol.43 , Issue.3 , pp. 1140-1147
    • Anastasopoulos, P.C.1    Mannering, F.L.2
  • 4
    • 84942411319 scopus 로고    scopus 로고
    • The temporal stability of factors affecting driver-injury severities in single-vehicle crashes: some empirical evidence
    • Behnood, A., Mannering, F.L., The temporal stability of factors affecting driver-injury severities in single-vehicle crashes: some empirical evidence. Anal. Methods Accid. Res. 8 (2015), 7–32.
    • (2015) Anal. Methods Accid. Res. , vol.8 , pp. 7-32
    • Behnood, A.1    Mannering, F.L.2
  • 5
    • 84982822066 scopus 로고    scopus 로고
    • An empirical assessment of the effects of economic recessions on pedestrian-injury crashes using mixed and latent-class models
    • Behnood, A., Mannering, F.L., An empirical assessment of the effects of economic recessions on pedestrian-injury crashes using mixed and latent-class models. Anal. Methods Accid. Res. 12 (2016), 1–17.
    • (2016) Anal. Methods Accid. Res. , vol.12 , pp. 1-17
    • Behnood, A.1    Mannering, F.L.2
  • 6
    • 85069005294 scopus 로고    scopus 로고
    • Time-of-day variations and temporal instability of factors affecting injury severities in large-truck crashes
    • Behnood, A., Mannering, F.L., Time-of-day variations and temporal instability of factors affecting injury severities in large-truck crashes. Anal. Methods Accid. Res., 2019, 100102.
    • (2019) Anal. Methods Accid. Res.
    • Behnood, A.1    Mannering, F.L.2
  • 7
    • 85027543181 scopus 로고    scopus 로고
    • Determinants of bicyclist injury severities in bicycle-vehicle crashes: a random parameters approach with heterogeneity in means and variances
    • Behnood, A., Mannering, F., Determinants of bicyclist injury severities in bicycle-vehicle crashes: a random parameters approach with heterogeneity in means and variances. Anal. Methods Accid. Res. 16 (2017), 35–47.
    • (2017) Anal. Methods Accid. Res. , vol.16 , pp. 35-47
    • Behnood, A.1    Mannering, F.2
  • 8
    • 84918567401 scopus 로고    scopus 로고
    • Latent class analysis of the effects of age, gender, and alcohol consumption on driver-injury severities
    • Behnood, A., Roshandeh, A.M., Mannering, F.L., Latent class analysis of the effects of age, gender, and alcohol consumption on driver-injury severities. Anal. Methods Accid. Res. 3 (2014), 56–91.
    • (2014) Anal. Methods Accid. Res. , vol.3 , pp. 56-91
    • Behnood, A.1    Roshandeh, A.M.2    Mannering, F.L.3
  • 9
    • 10444283365 scopus 로고    scopus 로고
    • Country and consumer segmentation:multi-level latent class analysis of financial product ownership
    • Bijmolt, T.H., Paas, L.J., Vermunt, J.K., Country and consumer segmentation:multi-level latent class analysis of financial product ownership. Int. J. Res. Mark. 21 (2004), 323–340.
    • (2004) Int. J. Res. Mark. , vol.21 , pp. 323-340
    • Bijmolt, T.H.1    Paas, L.J.2    Vermunt, J.K.3
  • 10
    • 84978485326 scopus 로고    scopus 로고
    • Injury severity of motorcycle riders involved in traffic crashes in Hunan, China: a mixed ordered logit approach
    • Chang, F., Li, M., Xu, P., Zhou, H., Haque, M., Huang, H., Injury severity of motorcycle riders involved in traffic crashes in Hunan, China: a mixed ordered logit approach. Int. J. Environ. Res. Public Health, 13(7), 2016, 714.
    • (2016) Int. J. Environ. Res. Public Health , vol.13 , Issue.7 , pp. 714
    • Chang, F.1    Li, M.2    Xu, P.3    Zhou, H.4    Haque, M.5    Huang, H.6
  • 11
    • 85069709833 scopus 로고    scopus 로고
    • Investigating injury severities of motorcycle riders: a two-step method integrating latent class cluster analysis and random parameters logit model
    • Chang, F., Xu, P., Zhou, H., Chan, A.H., Huang, H., Investigating injury severities of motorcycle riders: a two-step method integrating latent class cluster analysis and random parameters logit model. Accid. Anal. Prev. 131 (2019), 316–326.
    • (2019) Accid. Anal. Prev. , vol.131 , pp. 316-326
    • Chang, F.1    Xu, P.2    Zhou, H.3    Chan, A.H.4    Huang, H.5
  • 12
    • 84861646773 scopus 로고    scopus 로고
    • Analysis of risk factors affecting the severity of intersection crashes by logistic regression
    • Chen, H., Cao, L., Logan, D., Analysis of risk factors affecting the severity of intersection crashes by logistic regression. Traffic Inj. Prev. 13:3 (2012), 300–307.
    • (2012) Traffic Inj. Prev. , vol.13 , Issue.3 , pp. 300-307
    • Chen, H.1    Cao, L.2    Logan, D.3
  • 13
    • 84869867512 scopus 로고    scopus 로고
    • Analysis of traffic accidents on rural highways using latent class clustering and Bayesian networks
    • de Ona, J., López, G., Mujalli, R., Calvo, F.J., Analysis of traffic accidents on rural highways using latent class clustering and Bayesian networks. Accid. Anal. Prev. 51 (2013), 1–10.
    • (2013) Accid. Anal. Prev. , vol.51 , pp. 1-10
    • de Ona, J.1    López, G.2    Mujalli, R.3    Calvo, F.J.4
  • 14
    • 33845298953 scopus 로고    scopus 로고
    • Analysis of factors affecting the severity of head-on crashes: two-lane rural highways in Connecticut
    • Deng, Z., Ivan, J., Gårder, P., Analysis of factors affecting the severity of head-on crashes: two-lane rural highways in Connecticut. Transp. Res. Rec. 1953 (2006), 137–146.
    • (2006) Transp. Res. Rec. , vol.1953 , pp. 137-146
    • Deng, Z.1    Ivan, J.2    Gårder, P.3
  • 15
    • 46149097412 scopus 로고    scopus 로고
    • Traffic accident segmentation by means of latent class clustering
    • Depaire, B., Wets, G., Vanhoof, K., Traffic accident segmentation by means of latent class clustering. Accid. Anal. Prev. 40:4 (2008), 1257–1266.
    • (2008) Accid. Anal. Prev. , vol.40 , Issue.4 , pp. 1257-1266
    • Depaire, B.1    Wets, G.2    Vanhoof, K.3
  • 16
    • 33745147330 scopus 로고    scopus 로고
    • The risk of injury and vehicle damage severity in vehicle mismatched side impact crashes in British Columbia
    • Desapriya, E., Ian, P.I.K.E., Kinney, J., The risk of injury and vehicle damage severity in vehicle mismatched side impact crashes in British Columbia. IATSS Res. 29:2 (2005), 60–66.
    • (2005) IATSS Res. , vol.29 , Issue.2 , pp. 60-66
    • Desapriya, E.1    Ian, P.I.K.E.2    Kinney, J.3
  • 17
    • 84975228621 scopus 로고    scopus 로고
    • Crash severity analysis of single vehicle run-off-road crashes
    • Dissanayake, S., Roy, U., Crash severity analysis of single vehicle run-off-road crashes. J. Transp. Technol., 4(01), 2014, 1.
    • (2014) J. Transp. Technol. , vol.4 , Issue.1 , pp. 1
    • Dissanayake, S.1    Roy, U.2
  • 18
    • 0032157564 scopus 로고    scopus 로고
    • Applying the ordered probit model to injury severity in truck-passenger car rear-end collisions
    • Duncan, C.S., Khattak, A.J., Council, F.M., Applying the ordered probit model to injury severity in truck-passenger car rear-end collisions. Transp. Res. Rec. 1635 (1998), 63–71.
    • (1998) Transp. Res. Rec. , vol.1635 , pp. 63-71
    • Duncan, C.S.1    Khattak, A.J.2    Council, F.M.3
  • 19
    • 0000227837 scopus 로고    scopus 로고
    • The relationship between road accident severity and recorded weather
    • Edwards, J.B., The relationship between road accident severity and recorded weather. J. Saf. Res. 29:4 (1998), 249–262.
    • (1998) J. Saf. Res. , vol.29 , Issue.4 , pp. 249-262
    • Edwards, J.B.1
  • 20
    • 0023324512 scopus 로고
    • Serious or fatal driver injury rate versus car mass in head-on crashes between cars of similar mass
    • Evans, L., Wasielewski, P., Serious or fatal driver injury rate versus car mass in head-on crashes between cars of similar mass. Accid. Anal. Prev. 19:2 (1987), 119–131.
    • (1987) Accid. Anal. Prev. , vol.19 , Issue.2 , pp. 119-131
    • Evans, L.1    Wasielewski, P.2
  • 21
    • 84944870315 scopus 로고    scopus 로고
    • Risk factors affecting fatal bus accident severity: their impact on different types of bus drivers
    • Feng, S., Li, Z., Ci, Y., Zhang, G., Risk factors affecting fatal bus accident severity: their impact on different types of bus drivers. Accid. Anal. Prev. 86 (2016), 29–39.
    • (2016) Accid. Anal. Prev. , vol.86 , pp. 29-39
    • Feng, S.1    Li, Z.2    Ci, Y.3    Zhang, G.4
  • 22
    • 33646377147 scopus 로고    scopus 로고
    • Segment characteristics and severity of head-on crashes on two-lane rural highways in Maine
    • Gårder, P., Segment characteristics and severity of head-on crashes on two-lane rural highways in Maine. Accid. Anal. Prev. 38:4 (2006), 652–661.
    • (2006) Accid. Anal. Prev. , vol.38 , Issue.4 , pp. 652-661
    • Gårder, P.1
  • 23
    • 84879115868 scopus 로고    scopus 로고
    • Effect of driver's age and side of impact on crash severity along urban freeways: a mixed logit approach
    • Haleem, K., Gan, A., Effect of driver's age and side of impact on crash severity along urban freeways: a mixed logit approach. J. Saf. Res. 46 (2013), 67–76.
    • (2013) J. Saf. Res. , vol.46 , pp. 67-76
    • Haleem, K.1    Gan, A.2
  • 24
    • 85006967172 scopus 로고    scopus 로고
    • Using a flexible multivariate latent class approach to model correlated outcomes: a joint analysis of pedestrian and cyclist injuries
    • Heydari, S., Fu, L., Miranda-Moreno, L.F., Joseph, L., Using a flexible multivariate latent class approach to model correlated outcomes: a joint analysis of pedestrian and cyclist injuries. Anal. Methods Accid. Res. 13 (2017), 16–27.
    • (2017) Anal. Methods Accid. Res. , vol.13 , pp. 16-27
    • Heydari, S.1    Fu, L.2    Miranda-Moreno, L.F.3    Joseph, L.4
  • 25
    • 84887288949 scopus 로고    scopus 로고
    • Exploring the effects of roadway characteristics on the frequency and severity of head-on crashes: case studies from Malaysian federal roads
    • Hosseinpour, M., Yahaya, A.S., Sadullah, A.F., Exploring the effects of roadway characteristics on the frequency and severity of head-on crashes: case studies from Malaysian federal roads. Accid. Anal. Prev. 62 (2014), 209–222.
    • (2014) Accid. Anal. Prev. , vol.62 , pp. 209-222
    • Hosseinpour, M.1    Yahaya, A.S.2    Sadullah, A.F.3
  • 27
    • 0035682643 scopus 로고    scopus 로고
    • Injury severity in multivehicle rear-end crashes
    • Khattak, A., Injury severity in multivehicle rear-end crashes. Transp. Res. Rec. 1746 (2001), 59–68.
    • (2001) Transp. Res. Rec. , vol.1746 , pp. 59-68
    • Khattak, A.1
  • 28
    • 84870290936 scopus 로고    scopus 로고
    • Driver-injury severity in single-vehicle crashes in California: a mixed logit analysis of heterogeneity due to age and gender
    • Kim, J.K., Ulfarsson, G.F., Kim, S., Shankar, V.N., Driver-injury severity in single-vehicle crashes in California: a mixed logit analysis of heterogeneity due to age and gender. Accid. Anal. Prev. 50 (2013), 1073–1081.
    • (2013) Accid. Anal. Prev. , vol.50 , pp. 1073-1081
    • Kim, J.K.1    Ulfarsson, G.F.2    Kim, S.3    Shankar, V.N.4
  • 29
    • 84870290936 scopus 로고    scopus 로고
    • Driver-injury severity in single-vehicle crashes in california: a mixed logit analysis of heterogeneity due to age and gender
    • Kim, J.K., Ulfarsson, G.F., Kim, S., Shankar, V.N., Driver-injury severity in single-vehicle crashes in california: a mixed logit analysis of heterogeneity due to age and gender. Accid. Anal. Prev. 50 (2013), 1073–1081.
    • (2013) Accid. Anal. Prev. , vol.50 , pp. 1073-1081
    • Kim, J.K.1    Ulfarsson, G.F.2    Kim, S.3    Shankar, V.N.4
  • 30
    • 0038665242 scopus 로고    scopus 로고
    • Overall injury risk to different drivers: combining exposure, frequency, and severity models
    • Kweon, Y.J., Kockelman, K.M., Overall injury risk to different drivers: combining exposure, frequency, and severity models. Accid. Anal. Prev. 35:4 (2003), 441–450.
    • (2003) Accid. Anal. Prev. , vol.35 , Issue.4 , pp. 441-450
    • Kweon, Y.J.1    Kockelman, K.M.2
  • 31
    • 84875586601 scopus 로고    scopus 로고
    • Latent class analysis: an alternative perspective on subgroup analysis in prevention and treatment
    • Lanza, S.T., Rhoades, B.L., Latent class analysis: an alternative perspective on subgroup analysis in prevention and treatment. Prev. Sci. 14:2 (2013), 157–168.
    • (2013) Prev. Sci. , vol.14 , Issue.2 , pp. 157-168
    • Lanza, S.T.1    Rhoades, B.L.2
  • 33
    • 85052959078 scopus 로고    scopus 로고
    • Exploring driver injury severity patterns and causes in low visibility related single-vehicle crashes using a finite mixture random parameters model
    • Li, Z., Chen, C., Wu, Q., Zhang, G., Liu, C., Prevedouros, P.D., Ma, D.T., Exploring driver injury severity patterns and causes in low visibility related single-vehicle crashes using a finite mixture random parameters model. Anal. Methods Accid. Res. 20 (2018), 1–14.
    • (2018) Anal. Methods Accid. Res. , vol.20 , pp. 1-14
    • Li, Z.1    Chen, C.2    Wu, Q.3    Zhang, G.4    Liu, C.5    Prevedouros, P.D.6    Ma, D.T.7
  • 34
    • 0038514243 scopus 로고    scopus 로고
    • Factors associated with severity of motorcycle injuries among young adult riders
    • Lin, M.R., Chang, S.H., Huang, W., Hwang, H.F., Pai, L., Factors associated with severity of motorcycle injuries among young adult riders. Ann. Emerg. Med. 41:6 (2003), 783–791.
    • (2003) Ann. Emerg. Med. , vol.41 , Issue.6 , pp. 783-791
    • Lin, M.R.1    Chang, S.H.2    Huang, W.3    Hwang, H.F.4    Pai, L.5
  • 35
    • 85064041152 scopus 로고    scopus 로고
    • Modeling head-on crash severity on NCDOT freeways: a mixed logit model approach
    • Liu, P., Fan, W., Modeling head-on crash severity on NCDOT freeways: a mixed logit model approach. Can. J. Civ. Eng. 46:6 (2018), 322–328.
    • (2018) Can. J. Civ. Eng. , vol.46 , Issue.6 , pp. 322-328
    • Liu, P.1    Fan, W.2
  • 37
    • 63849127094 scopus 로고    scopus 로고
    • Effect of increases in speed limits on severities of injuries in accidents
    • Malyshkina, N., Mannering, F., Effect of increases in speed limits on severities of injuries in accidents. Transp. Res. Rec. 2083 (2008), 122–127.
    • (2008) Transp. Res. Rec. , vol.2083 , pp. 122-127
    • Malyshkina, N.1    Mannering, F.2
  • 38
    • 85032566625 scopus 로고    scopus 로고
    • Temporal instability and the analysis of highway accident data
    • Mannering, F., Temporal instability and the analysis of highway accident data. Anal. Methods Accid. Res. 17 (2018), 1–13.
    • (2018) Anal. Methods Accid. Res. , vol.17 , pp. 1-13
    • Mannering, F.1
  • 39
    • 84893489445 scopus 로고    scopus 로고
    • Analytic methods in accident research: methodological frontier and future directions
    • Mannering, F.L., Bhat, C.R., Analytic methods in accident research: methodological frontier and future directions. Anal. Methods Accid. Res. 1 (2014), 1–22.
    • (2014) Anal. Methods Accid. Res. , vol.1 , pp. 1-22
    • Mannering, F.L.1    Bhat, C.R.2
  • 41
    • 0004066260 scopus 로고    scopus 로고
    • Finite Mixture Models
    • Wiley New York
    • McLachlan, G.J., Peel, D., Finite Mixture Models. 2000, Wiley, New York.
    • (2000)
    • McLachlan, G.J.1    Peel, D.2
  • 42
    • 38149090972 scopus 로고    scopus 로고
    • Highway accident severities and the mixed logit model: an exploratory empirical analysis
    • Milton, J.C., Shankar, V.N., Mannering, F.L., Highway accident severities and the mixed logit model: an exploratory empirical analysis. Accid. Anal. Prev. 40:1 (2008), 260–266.
    • (2008) Accid. Anal. Prev. , vol.40 , Issue.1 , pp. 260-266
    • Milton, J.C.1    Shankar, V.N.2    Mannering, F.L.3
  • 43
    • 84871374921 scopus 로고    scopus 로고
    • A clustering regression approach: a comprehensive injury severity analysis of pedestrian–vehicle crashes in New York, US and Montreal, Canada
    • Mohamed, M.G., Saunier, N., Miranda-Moreno, L.F., Ukkusuri, S.V., A clustering regression approach: a comprehensive injury severity analysis of pedestrian–vehicle crashes in New York, US and Montreal, Canada. Saf. Sci. 54 (2013), 27–37.
    • (2013) Saf. Sci. , vol.54 , pp. 27-37
    • Mohamed, M.G.1    Saunier, N.2    Miranda-Moreno, L.F.3    Ukkusuri, S.V.4
  • 44
    • 79952455706 scopus 로고    scopus 로고
    • Mixed logit analysis of bicyclist injury severity resulting from motor vehicle crashes at intersection and nonintersection locations
    • Moore, D.N., Schneider Iv, W.H., Savolainen, P.T., Farzaneh, M., Mixed logit analysis of bicyclist injury severity resulting from motor vehicle crashes at intersection and nonintersection locations. Accid. Anal. Prev. 43:3 (2011), 621–630.
    • (2011) Accid. Anal. Prev. , vol.43 , Issue.3 , pp. 621-630
    • Moore, D.N.1    Schneider Iv, W.H.2    Savolainen, P.T.3    Farzaneh, M.4
  • 45
    • 84957892134 scopus 로고    scopus 로고
    • Traffic Safety Facts 2015: a Compilation of Motor Vehicle Crash Data from the Fatality Analysis Reporting System and the General Estimates System
    • U. S. Department of Transportation Washington DC
    • NHTSA, Traffic Safety Facts 2015: a Compilation of Motor Vehicle Crash Data from the Fatality Analysis Reporting System and the General Estimates System., 2017, U. S. Department of Transportation, Washington DC.
    • (2017)
    • NHTSA1
  • 47
    • 34547135953 scopus 로고    scopus 로고
    • An analysis of motorcyclist injury severity under various traffic control measures at three-legged junctions in the UK
    • Pai, C.W., Saleh, W., An analysis of motorcyclist injury severity under various traffic control measures at three-legged junctions in the UK. Saf. Sci. 45:8 (2007), 832–847.
    • (2007) Saf. Sci. , vol.45 , Issue.8 , pp. 832-847
    • Pai, C.W.1    Saleh, W.2
  • 48
    • 82555184797 scopus 로고    scopus 로고
    • Spatio-temporal clustering of road accidents: GIS based analysis and assessment
    • Prasannakumar, V., Vijith, H., Charutha, R., Geetha, N., Spatio-temporal clustering of road accidents: GIS based analysis and assessment. Procedia - Soc. Behav. Sci. 21 (2011), 317–325.
    • (2011) Procedia - Soc. Behav. Sci. , vol.21 , pp. 317-325
    • Prasannakumar, V.1    Vijith, H.2    Charutha, R.3    Geetha, N.4
  • 49
    • 80755163544 scopus 로고    scopus 로고
    • Mapping patterns of pedestrian fatal accidents in Israel
    • Prato, C.G., Gitelman, V., Bekhor, S., Mapping patterns of pedestrian fatal accidents in Israel. Accid. Anal. Prev. 44 (2012), 56–62.
    • (2012) Accid. Anal. Prev. , vol.44 , pp. 56-62
    • Prato, C.G.1    Gitelman, V.2    Bekhor, S.3
  • 50
    • 84944062678 scopus 로고    scopus 로고
    • Exploring the application of latent class cluster analysis for investigating pedestrian crash injury severities in Switzerland
    • Sasidharan, L., Wu, K.-F., Menendez, M., Exploring the application of latent class cluster analysis for investigating pedestrian crash injury severities in Switzerland. Accid. Anal. Prev. 85 (2015), 219–228.
    • (2015) Accid. Anal. Prev. , vol.85 , pp. 219-228
    • Sasidharan, L.1    Wu, K.-F.2    Menendez, M.3
  • 51
    • 79958186110 scopus 로고    scopus 로고
    • The statistical analysis of highway crash-injury severities: a review and assessment of methodological alternatives
    • Savolainen, P.T., Mannering, F.L., Lord, D., Quddus, M.A., The statistical analysis of highway crash-injury severities: a review and assessment of methodological alternatives. Accid. Anal. Prev. 43:5 (2011), 1666–1676.
    • (2011) Accid. Anal. Prev. , vol.43 , Issue.5 , pp. 1666-1676
    • Savolainen, P.T.1    Mannering, F.L.2    Lord, D.3    Quddus, M.A.4
  • 52
    • 84888286924 scopus 로고    scopus 로고
    • A mixed logit analysis of two-vehicle crash severities involving a motorcycle
    • Shaheed, M.S.B., Gkritza, K., Zhang, W., Hans, Z., A mixed logit analysis of two-vehicle crash severities involving a motorcycle. Accid. Anal. Prev. 61 (2013), 119–128.
    • (2013) Accid. Anal. Prev. , vol.61 , pp. 119-128
    • Shaheed, M.S.B.1    Gkritza, K.2    Zhang, W.3    Hans, Z.4
  • 53
    • 85059533581 scopus 로고    scopus 로고
    • Pedestrian crash analysis with latent class clustering method
    • Sun, M., Sun, X., Shan, D., Pedestrian crash analysis with latent class clustering method. Accid. Anal. Prev. 124 (2019), 50–57.
    • (2019) Accid. Anal. Prev. , vol.124 , pp. 50-57
    • Sun, M.1    Sun, X.2    Shan, D.3
  • 54
    • 84925068967 scopus 로고    scopus 로고
    • Discrete Choice Methods with Simulation
    • Cambridge university press
    • Train, K.E., Discrete Choice Methods with Simulation. 2009, Cambridge university press.
    • (2009)
    • Train, K.E.1
  • 55
    • 0344465934 scopus 로고    scopus 로고
    • Differences in male and female injury severities in sport-utility vehicle, minivan, pickup and passenger car accidents
    • Ulfarsson, G.F., Mannering, F.L., Differences in male and female injury severities in sport-utility vehicle, minivan, pickup and passenger car accidents. Accid. Anal. Prev. 36:2 (2004), 135–147.
    • (2004) Accid. Anal. Prev. , vol.36 , Issue.2 , pp. 135-147
    • Ulfarsson, G.F.1    Mannering, F.L.2
  • 56
    • 85069304767 scopus 로고    scopus 로고
    • Statistical and Econometric Methods for Transportation Data Analysis
    • Chapman and Hall/CRC
    • Washington, S.P., Karlaftis, M.G., Mannering, F., Statistical and Econometric Methods for Transportation Data Analysis. 2010, Chapman and Hall/CRC.
    • (2010)
    • Washington, S.P.1    Karlaftis, M.G.2    Mannering, F.3
  • 57
    • 84892696236 scopus 로고    scopus 로고
    • Analysis of factors associated with injury severity in crashes involving young New Zealand drivers
    • Weiss, H.B., Kaplan, S., Prato, C.G., Analysis of factors associated with injury severity in crashes involving young New Zealand drivers. Accid. Anal. Prev. 65 (2014), 142–155.
    • (2014) Accid. Anal. Prev. , vol.65 , pp. 142-155
    • Weiss, H.B.1    Kaplan, S.2    Prato, C.G.3
  • 58
    • 84904333483 scopus 로고    scopus 로고
    • Mixed logit model-based driver injury severity investigations in single- and multi-vehicle crashes on rural two-lane highways
    • Wu, Q., Chen, F., Zhang, G., Liu, X.C., Wang, H., Bogus, S.M., Mixed logit model-based driver injury severity investigations in single- and multi-vehicle crashes on rural two-lane highways. Accid. Anal. Prev. 72 (2014), 105–115.
    • (2014) Accid. Anal. Prev. , vol.72 , pp. 105-115
    • Wu, Q.1    Chen, F.2    Zhang, G.3    Liu, X.C.4    Wang, H.5    Bogus, S.M.6
  • 59
    • 84893491960 scopus 로고    scopus 로고
    • A latent segmentation based generalized ordered logit model to examine factors influencing driver injury severity
    • Yasmin, S., Eluru, N., Bhat, C.R., Tay, R., A latent segmentation based generalized ordered logit model to examine factors influencing driver injury severity. Anal. Methods Accid. Res. 1 (2014), 23–38.
    • (2014) Anal. Methods Accid. Res. , vol.1 , pp. 23-38
    • Yasmin, S.1    Eluru, N.2    Bhat, C.R.3    Tay, R.4
  • 60
    • 84893479869 scopus 로고    scopus 로고
    • Comparing three commonly used crash severity models on sample size requirements: multinomial logit, ordered probit and mixed logit models
    • Ye, F., Lord, D., Comparing three commonly used crash severity models on sample size requirements: multinomial logit, ordered probit and mixed logit models. Anal. Methods Accid. Res. 1 (2014), 72–85.
    • (2014) Anal. Methods Accid. Res. , vol.1 , pp. 72-85
    • Ye, F.1    Lord, D.2
  • 61
    • 32644432301 scopus 로고    scopus 로고
    • Effects of geometric characteristics on head-on crash incidence on two-lane roads in Connecticut
    • Zhang, C., Ivan, J.N., Effects of geometric characteristics on head-on crash incidence on two-lane roads in Connecticut. Transp. Res. Rec. 1908:1 (2005), 159–164.
    • (2005) Transp. Res. Rec. , vol.1908 , Issue.1 , pp. 159-164
    • Zhang, C.1    Ivan, J.N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.