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Volumn 10, Issue 3, 2018, Pages 251-265

Multivariate Poisson-lognormal model for analysis of crashes on urban signalized intersections approach

Author keywords

crash analysis; intersection approach; Multivariate Poisson log normal; signalized intersection; traffic safety

Indexed keywords


EID: 85021447764     PISSN: 19439962     EISSN: 19439970     Source Type: Journal    
DOI: 10.1080/19439962.2017.1323059     Document Type: Article
Times cited : (21)

References (40)
  • 1
    • 14844346961 scopus 로고    scopus 로고
    • Exploring the overall and specific crash severity levels at signalized intersection
    • Abdel-Aty, M., & Keller, J., (2005). Exploring the overall and specific crash severity levels at signalized intersection. Accident Analysis & Prevention, 37, 417–425.
    • (2005) Accident Analysis & Prevention , vol.37 , pp. 417-425
    • Abdel-Aty, M.1    Keller, J.2
  • 2
    • 84919681107 scopus 로고    scopus 로고
    • Impacts of signal-related characteristics on crash frequency at urban signalized intersections
    • Agbelie Bismark, R. D. K., & Roshandeh, A. M., (2015). Impacts of signal-related characteristics on crash frequency at urban signalized intersections. Journal of Transportation Safety & Security, 7(3), 199–207.
    • (2015) Journal of Transportation Safety & Security , vol.7 , Issue.3 , pp. 199-207
    • Agbelie Bismark, R.D.K.1    Roshandeh, A.M.2
  • 3
    • 84870297996 scopus 로고    scopus 로고
    • Full Bayes Poisson gamma, Poisson lognomal, and zero inflated random effects models: Comparing the precision of crash frequency estimates
    • Aguero-Valverde, J., (2013). Full Bayes Poisson gamma, Poisson lognomal, and zero inflated random effects models: Comparing the precision of crash frequency estimates. Accident Analysis & Prevention, 50, 289–297.
    • (2013) Accident Analysis & Prevention , vol.50 , pp. 289-297
    • Aguero-Valverde, J.1
  • 4
    • 76749111608 scopus 로고    scopus 로고
    • Bayesian multivariate Poisson lognormal models for crash severity modeling and site ranking
    • Aguero-Valverde, J., & Jovanis, P., (2010). Bayesian multivariate Poisson lognormal models for crash severity modeling and site ranking. Transportation Research Record, 2136, 82–91.
    • (2010) Transportation Research Record , vol.2136 , pp. 82-91
    • Aguero-Valverde, J.1    Jovanis, P.2
  • 6
    • 57849145567 scopus 로고    scopus 로고
    • Age-related differences in visual scanning at median-divided highway intersections in rural areas
    • Bao, S., & Boyle, L., (2009). Age-related differences in visual scanning at median-divided highway intersections in rural areas. Accident Analysis & Prevention, 41, 146–152.
    • (2009) Accident Analysis & Prevention , vol.41 , pp. 146-152
    • Bao, S.1    Boyle, L.2
  • 8
    • 63849283178 scopus 로고    scopus 로고
    • Characteristics of urban arterial crashes relative to proximity to intersections and injury severity
    • Das, A., Pande, A., Abdel-Aty, M., & Santos, J. B., (2008). Characteristics of urban arterial crashes relative to proximity to intersections and injury severity. Transportation Research Record, 2083, 137–144.
    • (2008) Transportation Research Record , vol.2083 , pp. 137-144
    • Das, A.1    Pande, A.2    Abdel-Aty, M.3    Santos, J.B.4
  • 9
    • 84901033661 scopus 로고    scopus 로고
    • Multivariate random parameters zero-inflated negative binomial regression model: An application to estimate crash frequencies at intersections
    • Dong, C., Clarke, D. B., Yan, X., Khattak, A., & Huang, B., (2014). Multivariate random parameters zero-inflated negative binomial regression model: An application to estimate crash frequencies at intersections. Accident Analysis & Prevention, 70, 320–329.
    • (2014) Accident Analysis & Prevention , vol.70 , pp. 320-329
    • Dong, C.1    Clarke, D.B.2    Yan, X.3    Khattak, A.4    Huang, B.5
  • 10
    • 84901592655 scopus 로고    scopus 로고
    • Examining signalized intersection crash frequency using multivariate zero-inflated Poisson regression
    • Dong, C., Richards, S. H., Clarke, D. B., Zhou, X., & Ma, Z., (2014). Examining signalized intersection crash frequency using multivariate zero-inflated Poisson regression. Safety Science, 70, 63–69.
    • (2014) Safety Science , vol.70 , pp. 63-69
    • Dong, C.1    Richards, S.H.2    Clarke, D.B.3    Zhou, X.4    Ma, Z.5
  • 11
    • 84907349852 scopus 로고    scopus 로고
    • Investigation of time and weather effects on crash types using full Bayesian multivariate Poisson lognormal models
    • El-Basyouny, K., Barua, S., & Islam, M. T., (2014). Investigation of time and weather effects on crash types using full Bayesian multivariate Poisson lognormal models. Accident Analysis & Prevention, 73, 91–99.
    • (2014) Accident Analysis & Prevention , vol.73 , pp. 91-99
    • El-Basyouny, K.1    Barua, S.2    Islam, M.T.3
  • 12
    • 67349231302 scopus 로고    scopus 로고
    • Collision prediction models using multivariate Poisson-lognormal regression
    • El-Basyouny, K., & Sayed, T., (2009). Collision prediction models using multivariate Poisson-lognormal regression. Accident Analysis & Prevention, 41, 820–828.
    • (2009) Accident Analysis & Prevention , vol.41 , pp. 820-828
    • El-Basyouny, K.1    Sayed, T.2
  • 14
    • 0004012196 scopus 로고    scopus 로고
    • 2nd ed, Boca Raton, FL: Chapman & Hall/CRC
    • Gelman, A., (2004). Bayesian data analysis (2nd ed.). Boca Raton, FL: Chapman & Hall/CRC.
    • (2004) Bayesian data analysis
    • Gelman, A.1
  • 15
    • 76349122163 scopus 로고    scopus 로고
    • Safety effectiveness of lane and shoulder width combinations on rural, two-lane, undivided roads
    • Gross, F., Jovanis, P. P., & Eccles, K., (2009). Safety effectiveness of lane and shoulder width combinations on rural, two-lane, undivided roads. Transportation Research Record, 2103, 42–49.
    • (2009) Transportation Research Record , vol.2103 , pp. 42-49
    • Gross, F.1    Jovanis, P.P.2    Eccles, K.3
  • 18
    • 0033079802 scopus 로고    scopus 로고
    • Multivariate zero-inflated poisson models and their applications
    • Li, C., Lu, J., Park, J., Kim, K., Brinkley, Pa., & Peterson, J. P., (1999). Multivariate zero-inflated poisson models and their applications. Technometrics, 41(1), 29–38.
    • (1999) Technometrics , vol.41 , Issue.1 , pp. 29-38
    • Li, C.1    Lu, J.2    Park, J.3    Kim, K.4    Brinkley, P.5    Peterson, J.P.6
  • 19
    • 77952089434 scopus 로고    scopus 로고
    • The statistical analysis of crash-frequency data: A review and assessment of methodological alternatives
    • Lord, D., & Mannering, F., (2010). The statistical analysis of crash-frequency data: A review and assessment of methodological alternatives. Transportation Research Part A: Policy and Practice, 44(5), 291–305.
    • (2010) Transportation Research Part A: Policy and Practice , vol.44 , Issue.5 , pp. 291-305
    • Lord, D.1    Mannering, F.2
  • 20
    • 42749088635 scopus 로고    scopus 로고
    • A multivariate Poisson-lognormal regression model for prediction of crash counts by severity, using Bayesian methods
    • Ma, J., Kockelman, K. M., & Damien, P., (2008). A multivariate Poisson-lognormal regression model for prediction of crash counts by severity, using Bayesian methods. Accident Analysis & Prevention, 40, 964–975.
    • (2008) Accident Analysis & Prevention , vol.40 , pp. 964-975
    • Ma, J.1    Kockelman, K.M.2    Damien, P.3
  • 21
    • 84893489445 scopus 로고    scopus 로고
    • Analytic methods in accident research: Methodological frontier and future directions
    • Mannering, F. L., & Bhat, C. R., (2014). Analytic methods in accident research: Methodological frontier and future directions. Analytic Methods in Accident Research, 1, 1–22.
    • (2014) Analytic Methods in Accident Research , vol.1 , pp. 1-22
    • Mannering, F.L.1    Bhat, C.R.2
  • 22
    • 84898464182 scopus 로고    scopus 로고
    • (2nd ed.), Washington, DC: Island Press
    • National Association of City Transportation Officials. (2013). Urban street design guide (2nd ed.). Washington, DC: Island Press.
    • (2013) Urban street design guide
  • 23
    • 41549126806 scopus 로고    scopus 로고
    • Multivariate Poisson-lognormal models for jointly modeling crash frequency by severity
    • Park, E. S., & Lord, D., (2007). Multivariate Poisson-lognormal models for jointly modeling crash frequency by severity. Transportation Research Record, 2019, 1–6.
    • (2007) Transportation Research Record , vol.2019 , pp. 1-6
    • Park, E.S.1    Lord, D.2
  • 25
    • 85053461394 scopus 로고    scopus 로고
    • Retrieved from
    • Plummer, M., (2015). Package ‘rjags’. Retrieved from https://cran.r-project.org/web/packages/rjags/rjags.pdf
    • (2015) Package ‘rjags’
    • Plummer, M.1
  • 26
    • 0002333607 scopus 로고    scopus 로고
    • Negative Binomial analysis of intersection-accident frequencies
    • Poch, M., & Mannering, F., (1996). Negative Binomial analysis of intersection-accident frequencies. Journal of Transportation Engineering, 122(2), 105–113.
    • (1996) Journal of Transportation Engineering , vol.122 , Issue.2 , pp. 105-113
    • Poch, M.1    Mannering, F.2
  • 28
    • 32644442311 scopus 로고    scopus 로고
    • Safety impacts at intersections on curved segments
    • Savolainen, P., & Tarko, A., (2005). Safety impacts at intersections on curved segments. Transportation Research Record, 1908, 130–140.
    • (2005) Transportation Research Record , vol.1908 , pp. 130-140
    • Savolainen, P.1    Tarko, A.2
  • 32
    • 84939803831 scopus 로고    scopus 로고
    • A random parameters probit model of urban and rural intersection crashes
    • Tay, R., (2015). A random parameters probit model of urban and rural intersection crashes. Accident Analysis and Prevention, 84, 38–40.
    • (2015) Accident Analysis and Prevention , vol.84 , pp. 38-40
    • Tay, R.1
  • 33
    • 34548811855 scopus 로고    scopus 로고
    • Factors contributing to the severity of intersection crashes
    • Tay, R., & Rifaat, S. M., (2007). Factors contributing to the severity of intersection crashes. Journal of Advanced Transportation, 41(3), 245–265.
    • (2007) Journal of Advanced Transportation , vol.41 , Issue.3 , pp. 245-265
    • Tay, R.1    Rifaat, S.M.2
  • 35
    • 0003678532 scopus 로고    scopus 로고
    • Washington, DC: Transportation Research Board of the National Academies
    • Transportation Research Board. (2010). Highway capacity manual (HCM2010). Washington, DC: Transportation Research Board of the National Academies.
    • (2010) Highway capacity manual (HCM2010)
  • 36
    • 85045775137 scopus 로고    scopus 로고
    • 2015 ed, Austin, TX: Texas Department of Transportation Traffic Operations Division
    • Texas Department of Transportation. (2015). Classification of motor vehicle traffic crash in Texas (2015 ed.). Austin, TX: Texas Department of Transportation Traffic Operations Division.
    • (2015) Classification of motor vehicle traffic crash in Texas
  • 38
    • 84935829469 scopus 로고    scopus 로고
    • Estimating the safety effects of lane widths on urban streets in Nebraska using the propensity scores-potential outcomes framework
    • Wood, J. S., Gooch, J. P., & Donnell, E. T., (2015). Estimating the safety effects of lane widths on urban streets in Nebraska using the propensity scores-potential outcomes framework. Accident Analysis & Prevention, 82, 180–191.
    • (2015) Accident Analysis & Prevention , vol.82 , pp. 180-191
    • Wood, J.S.1    Gooch, J.P.2    Donnell, E.T.3
  • 39
    • 0022245036 scopus 로고
    • Predicting urban accident rates from road and traffic characteristics
    • Worsey, G., (1985). Predicting urban accident rates from road and traffic characteristics. ITE Journal, 55(12), 37–40.
    • (1985) ITE Journal , vol.55 , Issue.12 , pp. 37-40
    • Worsey, G.1
  • 40
    • 58249129130 scopus 로고    scopus 로고
    • A simultaneous equations model of crash frequency by collision type for rural intersections
    • Ye, X., Pendyala, R. M., Washington, S. P., Konduri, K., & Oh, J., (2009). A simultaneous equations model of crash frequency by collision type for rural intersections. Safety Science, 47 (3), 443–452.
    • (2009) Safety Science , vol.47 , Issue.3 , pp. 443-452
    • Ye, X.1    Pendyala, R.M.2    Washington, S.P.3    Konduri, K.4    Oh, J.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.