메뉴 건너뛰기




Volumn 75, Issue , 2015, Pages 30-41

Assessment of the effects of highway geometric design features on the frequency of truck involved crashes using bivariate regression

Author keywords

Bivariate NB model; Bivariate ZINB model; Crash frequency; Geometric design features; Large truck involved crashes

Indexed keywords

AUTOMOBILES; GEOMETRY; HIGHWAY PLANNING; LAND USE; REGRESSION ANALYSIS; TRUCKS;

EID: 84925661680     PISSN: 09658564     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.tra.2015.03.007     Document Type: Article
Times cited : (53)

References (41)
  • 1
    • 57849139673 scopus 로고    scopus 로고
    • A note on modeling vehicle accident frequencies with random-parameters count models
    • Anastasopoulos P.C., Mannering F.L. A note on modeling vehicle accident frequencies with random-parameters count models. Accident Anal. Prevent. 2009, 41(1):153-159.
    • (2009) Accident Anal. Prevent. , vol.41 , Issue.1 , pp. 153-159
    • Anastasopoulos, P.C.1    Mannering, F.L.2
  • 3
    • 0027619349 scopus 로고
    • Accident rates for heavy truck-tractors in Michigan
    • Blower D., Campbell K.L., Green P.E. Accident rates for heavy truck-tractors in Michigan. Accident Anal. Prevent. 1993, 25(3):307-321.
    • (1993) Accident Anal. Prevent. , vol.25 , Issue.3 , pp. 307-321
    • Blower, D.1    Campbell, K.L.2    Green, P.E.3
  • 5
    • 0034747617 scopus 로고    scopus 로고
    • The effect of ice warning signs on accident frequencies and severities
    • Carson J., Mannering F. The effect of ice warning signs on accident frequencies and severities. Accident Anal. Prevent. 2001, 33(1):99-109.
    • (2001) Accident Anal. Prevent. , vol.33 , Issue.1 , pp. 99-109
    • Carson, J.1    Mannering, F.2
  • 6
    • 84865437277 scopus 로고    scopus 로고
    • Analysis of driver injury severity in truck-involved accidents using a non-parametric classification tree model
    • Chang L., Chien J. Analysis of driver injury severity in truck-involved accidents using a non-parametric classification tree model. Safety Sci. 2013, 51(1):17-22.
    • (2013) Safety Sci. , vol.51 , Issue.1 , pp. 17-22
    • Chang, L.1    Chien, J.2
  • 7
    • 79958207517 scopus 로고    scopus 로고
    • Injury severities of truck drivers in single- and multi-vehicle accidents on rural highways
    • Chen F., Chen S. Injury severities of truck drivers in single- and multi-vehicle accidents on rural highways. Accident Anal. Prevent. 2011, 43(5):1677-1688.
    • (2011) Accident Anal. Prevent. , vol.43 , Issue.5 , pp. 1677-1688
    • Chen, F.1    Chen, S.2
  • 8
    • 78049363071 scopus 로고    scopus 로고
    • Effect of bus size and operation to crash occurrences
    • Chimba D., Sando T., Kwigizile V. Effect of bus size and operation to crash occurrences. Accident Anal. Prevent. 2010, 42(6):2063-2067.
    • (2010) Accident Anal. Prevent. , vol.42 , Issue.6 , pp. 2063-2067
    • Chimba, D.1    Sando, T.2    Kwigizile, V.3
  • 9
    • 0036973853 scopus 로고    scopus 로고
    • Factors in truck crashes on roadways with intersections
    • Daniel J., Tsai C., Chien S. Factors in truck crashes on roadways with intersections. Transport. Res. Record 2002, 1818:54-59.
    • (2002) Transport. Res. Record , vol.1818 , pp. 54-59
    • Daniel, J.1    Tsai, C.2    Chien, S.3
  • 10
    • 84886263464 scopus 로고    scopus 로고
    • Differences in passenger car and large truck involved crash frequencies at urban signalized intersections: an exploratory analysis
    • Dong C., Clarke D.B., Richards S.H., Huang B. Differences in passenger car and large truck involved crash frequencies at urban signalized intersections: an exploratory analysis. Accident Anal. Prevent. 2014, 62:87-94.
    • (2014) Accident Anal. Prevent. , vol.62 , pp. 87-94
    • Dong, C.1    Clarke, D.B.2    Richards, S.H.3    Huang, B.4
  • 11
    • 77956227854 scopus 로고    scopus 로고
    • A framework for estimating the safety effects of roadway lighting at intersections
    • Donnell E.T., Porter R.J., Shankar V.N. A framework for estimating the safety effects of roadway lighting at intersections. Safety Sci. 2010, 48(10):1436-1444.
    • (2010) Safety Sci. , vol.48 , Issue.10 , pp. 1436-1444
    • Donnell, E.T.1    Porter, R.J.2    Shankar, V.N.3
  • 12
    • 77952360313 scopus 로고    scopus 로고
    • On the bivariate negative binomial regression model
    • Famoye F. On the bivariate negative binomial regression model. J. Appl. Statistics 2010, 37(6):969-981.
    • (2010) J. Appl. Statistics , vol.37 , Issue.6 , pp. 969-981
    • Famoye, F.1
  • 13
    • 84925596257 scopus 로고    scopus 로고
    • Highway Statistics 2003-2012. U.S. Department of Transportation, Federal Highway Administration
    • FHWA, 2003-2012. Highway Statistics 2003-2012. U.S. Department of Transportation, Federal Highway Administration, <>. http://www.fhwa.dot.gov/policyinformation/statistics.cfm.
    • (2003)
  • 14
    • 0034433486 scopus 로고    scopus 로고
    • Effect of speed, flow, and geometric characteristics on crash frequency for two-lane highways
    • Garber N.J., Ehrhart A.A. Effect of speed, flow, and geometric characteristics on crash frequency for two-lane highways. Transport. Res. Record 2000, 1717:76-83.
    • (2000) Transport. Res. Record , vol.1717 , pp. 76-83
    • Garber, N.J.1    Ehrhart, A.A.2
  • 15
    • 84925596256 scopus 로고
    • Effect of truck strategies on traffic flow and safety on multilane highways
    • Garber N.J., Gadiraju R. Effect of truck strategies on traffic flow and safety on multilane highways. AAA Found. Traffic Safety 1989.
    • (1989) AAA Found. Traffic Safety
    • Garber, N.J.1    Gadiraju, R.2
  • 16
    • 84925621570 scopus 로고
    • Impact of differential speed limits on highway speeds and accidents
    • Garber N.J., Gadiraju R. Impact of differential speed limits on highway speeds and accidents. AAA Found. Traffic Safety 1991.
    • (1991) AAA Found. Traffic Safety
    • Garber, N.J.1    Gadiraju, R.2
  • 17
    • 77955336039 scopus 로고    scopus 로고
    • Investigating the effect of modeling single-vehicle and multi-vehicle crashes separately on confidence intervals of Poisson-gamma models
    • Geedipally S.R., Lord D. Investigating the effect of modeling single-vehicle and multi-vehicle crashes separately on confidence intervals of Poisson-gamma models. Accident Anal. Prevent. 2010, 42(4):1273-1282.
    • (2010) Accident Anal. Prevent. , vol.42 , Issue.4 , pp. 1273-1282
    • Geedipally, S.R.1    Lord, D.2
  • 18
    • 71849119776 scopus 로고    scopus 로고
    • Applying Bayesian hierarchical models to examine motorcycle crashes at signalized intersections
    • Haque M.M., Chin H.C., Huang H. Applying Bayesian hierarchical models to examine motorcycle crashes at signalized intersections. Accident Anal. Prevent. 2010, 42(1):203-212.
    • (2010) Accident Anal. Prevent. , vol.42 , Issue.1 , pp. 203-212
    • Haque, M.M.1    Chin, H.C.2    Huang, H.3
  • 19
    • 79961226762 scopus 로고    scopus 로고
    • Influence of curbs on traffic crash frequency on high-speed roadways
    • Jiang X., Yan X., Huang B., Richards S.H. Influence of curbs on traffic crash frequency on high-speed roadways. Traffic Injury Prevent. 2014, 12(4):412-421.
    • (2014) Traffic Injury Prevent. , vol.12 , Issue.4 , pp. 412-421
    • Jiang, X.1    Yan, X.2    Huang, B.3    Richards, S.H.4
  • 20
    • 0022882374 scopus 로고
    • Modeling the relationship of accidents to miles traveled
    • Jovanis P.P., Chang H.L. Modeling the relationship of accidents to miles traveled. Transport. Res. Record 1986, 1068:42-51.
    • (1986) Transport. Res. Record , vol.1068 , pp. 42-51
    • Jovanis, P.P.1    Chang, H.L.2
  • 21
    • 0035981282 scopus 로고    scopus 로고
    • Effects of work zone presence on injury and non-injury crashes
    • Khattak A.J., Khattak A.J., Council F.M. Effects of work zone presence on injury and non-injury crashes. Accident Anal. Prevent. 2002, 34(1):19-29.
    • (2002) Accident Anal. Prevent. , vol.34 , Issue.1 , pp. 19-29
    • Khattak, A.J.1    Khattak, A.J.2    Council, F.M.3
  • 22
    • 33845293446 scopus 로고    scopus 로고
    • Bicyclist injury severities in bicycle-motor vehicle accidents
    • Kim J., Kim S., Ulfarsson G.F., Porrello L.A. Bicyclist injury severities in bicycle-motor vehicle accidents. Accident Anal. Prevent. 2007, 39(2):238-251.
    • (2007) Accident Anal. Prevent. , vol.39 , Issue.2 , pp. 238-251
    • Kim, J.1    Kim, S.2    Ulfarsson, G.F.3    Porrello, L.A.4
  • 23
    • 0037343226 scopus 로고    scopus 로고
    • Modeling accident occurrence at signalized tee intersections with special emphasis on excess zeros
    • Kumara S.S.P., Chin H.C. Modeling accident occurrence at signalized tee intersections with special emphasis on excess zeros. Traffic Injury Prevent. 2003, 3(4):53-57.
    • (2003) Traffic Injury Prevent. , vol.3 , Issue.4 , pp. 53-57
    • Kumara, S.S.P.1    Chin, H.C.2
  • 24
    • 0036489136 scopus 로고    scopus 로고
    • Impact of roadside features on the frequency and severity of run-off-roadway accidents: an empirical analysis
    • Lee J., Mannering F. Impact of roadside features on the frequency and severity of run-off-roadway accidents: an empirical analysis. Accident Anal. Prevent. 2002, 34(2):149-161.
    • (2002) Accident Anal. Prevent. , vol.34 , Issue.2 , pp. 149-161
    • Lee, J.1    Mannering, F.2
  • 25
    • 78650031393 scopus 로고    scopus 로고
    • Analysis of large truck crash severity using heteroskedastic ordered probit models
    • Lemp J.D., Kockelman K.M., Unnikrishnan A. Analysis of large truck crash severity using heteroskedastic ordered probit models. Accident Anal. Prevent. 2011, 43(1):370-380.
    • (2011) Accident Anal. Prevent. , vol.43 , Issue.1 , pp. 370-380
    • Lemp, J.D.1    Kockelman, K.M.2    Unnikrishnan, A.3
  • 26
    • 42149190122 scopus 로고    scopus 로고
    • Development of accident modification factors for rural frontage road segments in Texas
    • Lord D., Bonneson J.A. Development of accident modification factors for rural frontage road segments in Texas. Transport. Res. Record 2007, 2023:20-27.
    • (2007) Transport. Res. Record , vol.2023 , pp. 20-27
    • Lord, D.1    Bonneson, J.A.2
  • 27
    • 77952089434 scopus 로고    scopus 로고
    • The statistical analysis of crash-frequency data: a review and assessment of methodological alternatives
    • Lord D., Mannering F. The statistical analysis of crash-frequency data: a review and assessment of methodological alternatives. Transport. Res. Part A 2010, 44(5):291-305.
    • (2010) Transport. Res. Part A , vol.44 , Issue.5 , pp. 291-305
    • Lord, D.1    Mannering, F.2
  • 28
    • 10444267254 scopus 로고    scopus 로고
    • Poisson, Poisson-gamma and zero inflated regression models of motor vehicle crashes: balancing statistical fit and theory
    • Lord D., Washington S.P., Ivan J.N. Poisson, Poisson-gamma and zero inflated regression models of motor vehicle crashes: balancing statistical fit and theory. Accident Anal. Prevent. 2005, 37(1):35-46.
    • (2005) Accident Anal. Prevent. , vol.37 , Issue.1 , pp. 35-46
    • Lord, D.1    Washington, S.P.2    Ivan, J.N.3
  • 29
    • 0042329741 scopus 로고    scopus 로고
    • Occupant deaths in large truck crashes in the United States: 25 years of experience
    • Lyman S., Braver E.R. Occupant deaths in large truck crashes in the United States: 25 years of experience. Accident Anal. Prevent. 2003, 35(5):731-739.
    • (2003) Accident Anal. Prevent. , vol.35 , Issue.5 , pp. 731-739
    • Lyman, S.1    Braver, E.R.2
  • 30
    • 1942520869 scopus 로고    scopus 로고
    • The effects of road design on speed behavior: a literature review
    • MASTER. The European Commission under the Transport RTD Programme of the fourth Framework programme. Deliverable D1, University of Leeds, UK.
    • Martens, M., 1997. The effects of road design on speed behavior: a literature review. MASTER. The European Commission under the Transport RTD Programme of the fourth Framework programme. Deliverable D1, University of Leeds, UK.
    • (1997)
    • Martens, M.1
  • 31
    • 0028486329 scopus 로고
    • The relationship between truck accidents and geometric design of road sections: poisson versus negative binomial regressions
    • Miaou S. The relationship between truck accidents and geometric design of road sections: poisson versus negative binomial regressions. Accident Anal. Prevent. 1994, 26(4):471-482.
    • (1994) Accident Anal. Prevent. , vol.26 , Issue.4 , pp. 471-482
    • Miaou, S.1
  • 32
    • 0002660443 scopus 로고
    • A statistical evaluation of the effects of highway geometric design on truck accident involvements
    • Miaou S., Lum H. A statistical evaluation of the effects of highway geometric design on truck accident involvements. Transport. Res. Record 1993, 1407:11-23.
    • (1993) Transport. Res. Record , vol.1407 , pp. 11-23
    • Miaou, S.1    Lum, H.2
  • 33
    • 84925621569 scopus 로고    scopus 로고
    • Traffic Safety Facts. U.S. Department of Transportation, National Highway Traffic Safety Administration.
    • NHTSA, 2012. Traffic Safety Facts. U.S. Department of Transportation, National Highway Traffic Safety Administration.
    • (2012)
  • 34
    • 76649128706 scopus 로고    scopus 로고
    • Bayesian analysis of the effect of horizontal curvature on truck crashes using training and validation data sets
    • Schneider W., Zimmerman K., Van Boxel D., Vavilikolanu S. Bayesian analysis of the effect of horizontal curvature on truck crashes using training and validation data sets. Transport. Res. Record 2009, 2096:41-46.
    • (2009) Transport. Res. Record , vol.2096 , pp. 41-46
    • Schneider, W.1    Zimmerman, K.2    Van Boxel, D.3    Vavilikolanu, S.4
  • 35
    • 0031279422 scopus 로고    scopus 로고
    • Modeling accident frequency as zero-altered probability processes: as empirical inquiry
    • Shankar V.N., Milton J., Mannering F.L. Modeling accident frequency as zero-altered probability processes: as empirical inquiry. Accident Anal. Prevent. 1997, 29(6):829-837.
    • (1997) Accident Anal. Prevent. , vol.29 , Issue.6 , pp. 829-837
    • Shankar, V.N.1    Milton, J.2    Mannering, F.L.3
  • 37
    • 84925621568 scopus 로고    scopus 로고
    • Freight Facts and Figures 2013. U.S. Department of Transportation, Bureau of Transportation Statics
    • USDOT/BTS, 2013. Freight Facts and Figures 2013. U.S. Department of Transportation, Bureau of Transportation Statics, <>. http://www.rita.dot.gov/bts/data_and_statistics/by_subject/freight.html.
    • (2013)
  • 38
    • 0037357182 scopus 로고    scopus 로고
    • A bivariate zero-inflated negative binomial regression model for count data with excess zeros
    • Wang P. A bivariate zero-inflated negative binomial regression model for count data with excess zeros. Econom. Lett. 2003, 78(3):373-378.
    • (2003) Econom. Lett. , vol.78 , Issue.3 , pp. 373-378
    • Wang, P.1
  • 39
    • 0037988740 scopus 로고    scopus 로고
    • A bivariate zero-inflated Poisson regression model to analyze occupational injuries
    • Wang K., Lee A.H., Yau K.K.W., Carrivick P.J.W. A bivariate zero-inflated Poisson regression model to analyze occupational injuries. Accident Anal. Prevent. 2003, 35(4):625-629.
    • (2003) Accident Anal. Prevent. , vol.35 , Issue.4 , pp. 625-629
    • Wang, K.1    Lee, A.H.2    Yau, K.K.W.3    Carrivick, P.J.W.4
  • 41
    • 78649943153 scopus 로고    scopus 로고
    • A comprehensive analysis of factors influencing the injury severity of large-truck crashes
    • Zhu X., Srinivasan S. A comprehensive analysis of factors influencing the injury severity of large-truck crashes. Accident Anal. Prevent. 2011, 43(1):49-57.
    • (2011) Accident Anal. Prevent. , vol.43 , Issue.1 , pp. 49-57
    • Zhu, X.1    Srinivasan, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.