메뉴 건너뛰기




Volumn 39, Issue 4, 2007, Pages 657-670

A crash-prediction model for multilane roads

Author keywords

Crash prediction model; Multilane road; Negative Multinomial distribution; Pavement friction; Road geometry; Traffic flow; Weather

Indexed keywords

CRASHWORTHINESS; ENVIRONMENTAL IMPACT; MAXIMUM LIKELIHOOD ESTIMATION; METEOROLOGY; POISSON DISTRIBUTION; RAIN; REGRESSION ANALYSIS; STREET TRAFFIC CONTROL;

EID: 34247528265     PISSN: 00014575     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.aap.2006.10.012     Document Type: Article
Times cited : (310)

References (36)
  • 1
    • 0034277116 scopus 로고    scopus 로고
    • Modeling traffic accident occurrence and involvement
    • Abdel-Aty M.A., and Essam Radwan E.A. Modeling traffic accident occurrence and involvement. Accid. Anal. Prev. 32 (2000) 633-642
    • (2000) Accid. Anal. Prev. , vol.32 , pp. 633-642
    • Abdel-Aty, M.A.1    Essam Radwan, E.A.2
  • 2
    • 34247510184 scopus 로고    scopus 로고
    • Crash estimation at signalized intersections along corridors: analyzing spatial effect and identifying significant factors
    • Abdel-Aty M.A., and Wang X. Crash estimation at signalized intersections along corridors: analyzing spatial effect and identifying significant factors. Proceedings of the TRB 2006 Annual Meeting, TRB 06-0009 (2006)
    • (2006) Proceedings of the TRB 2006 Annual Meeting, TRB 06-0009
    • Abdel-Aty, M.A.1    Wang, X.2
  • 3
    • 0035689114 scopus 로고    scopus 로고
    • Abdelwahab, H.T., Abdel-Aty, M.A., 2001. Development of Artificial Neural Network Models to Predict Driver Injury Severity in Traffic Accident at Signalized Intersection. Transportation Research Record 1746, Paper No 01-2234, pp. 6-13.
  • 4
    • 0034324290 scopus 로고    scopus 로고
    • Fuzzy-wavelet RBFNN model for freeway incident detection
    • Adeli H., and Karim A. Fuzzy-wavelet RBFNN model for freeway incident detection. J. Transp. Eng. 126 6 (2000) 464-471
    • (2000) J. Transp. Eng. , vol.126 , Issue.6 , pp. 464-471
    • Adeli, H.1    Karim, A.2
  • 5
    • 34247506802 scopus 로고    scopus 로고
    • © 1999 Autodesk, Inc.
  • 6
    • 0024022657 scopus 로고
    • Risk of a road accident in rainy weather
    • Brodsky H., and Hakkert A.S. Risk of a road accident in rainy weather. Crash Anal. Prev. 20 2 (1988) 161-176
    • (1988) Crash Anal. Prev. , vol.20 , Issue.2 , pp. 161-176
    • Brodsky, H.1    Hakkert, A.S.2
  • 7
    • 85019343142 scopus 로고    scopus 로고
    • Principal component analysis applied to crash data on multilane roads
    • Caliendo C., and Parisi A. Principal component analysis applied to crash data on multilane roads. Proceedings of Third International SIIV Congress (2005). http://www.sed.siiv.scelta.com/bari2005/080.pdf
    • (2005) Proceedings of Third International SIIV Congress
    • Caliendo, C.1    Parisi, A.2
  • 8
    • 33646349991 scopus 로고    scopus 로고
    • An artificial network-based expert system for appraisal of two-car crash accidents
    • Chiou Y.C. An artificial network-based expert system for appraisal of two-car crash accidents. Accid. Anal. Prev. 38 (2006) 777-785
    • (2006) Accid. Anal. Prev. , vol.38 , pp. 777-785
    • Chiou, Y.C.1
  • 9
    • 0347951846 scopus 로고
    • Tests for detecting overdispersion in Poisson regression models
    • Dean C., and Lawless J.F. Tests for detecting overdispersion in Poisson regression models. JASA 84 (1989) 467-472
    • (1989) JASA , vol.84 , pp. 467-472
    • Dean, C.1    Lawless, J.F.2
  • 10
    • 33644889643 scopus 로고    scopus 로고
    • Identifying significant predictors of injury severity in traffic accidents using a series of artificial neural networks
    • Delen D., Sharda R., and Besson M. Identifying significant predictors of injury severity in traffic accidents using a series of artificial neural networks. Accid. Anal. Prev. 38 (2006) 434-444
    • (2006) Accid. Anal. Prev. , vol.38 , pp. 434-444
    • Delen, D.1    Sharda, R.2    Besson, M.3
  • 11
    • 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
  • 12
    • 1942505331 scopus 로고    scopus 로고
    • The mixed effects of precipitation on traffic crashes
    • Eisenberg D. The mixed effects of precipitation on traffic crashes. Accid. Anal. Prev. 36 (2004) 637-647
    • (2004) Accid. Anal. Prev. , vol.36 , pp. 637-647
    • Eisenberg, D.1
  • 13
    • 0029251408 scopus 로고
    • Measuring the contribution of randomness, exposure, weather, and daylight to the variation in road accident counts
    • Fridstrøm L., Ifver J., Ingebrigtsen S., Kumala R., and Krogsgård Thomsen L. Measuring the contribution of randomness, exposure, weather, and daylight to the variation in road accident counts. Accid. Anal. Prev. 27 (1995) 1-20
    • (1995) Accid. Anal. Prev. , vol.27 , pp. 1-20
    • Fridstrøm, L.1    Ifver, J.2    Ingebrigtsen, S.3    Kumala, R.4    Krogsgård Thomsen, L.5
  • 14
    • 0041802825 scopus 로고    scopus 로고
    • Relationship among urban freeway accidents, traffic flow, weather, and lighting conditions
    • Golob T.F., and Recker W.W. Relationship among urban freeway accidents, traffic flow, weather, and lighting conditions. J. Transp. Eng. 129 (2003) 342-353
    • (2003) J. Transp. Eng. , vol.129 , pp. 342-353
    • Golob, T.F.1    Recker, W.W.2
  • 15
    • 1842427824 scopus 로고    scopus 로고
    • Toll to evaluate safety effect of changes in freeway traffic flow
    • Golob T.F., Recker W.W., and Alvarez V.M. Toll to evaluate safety effect of changes in freeway traffic flow. J. Transp. Eng. 130 2 (2004)
    • (2004) J. Transp. Eng. , vol.130 , Issue.2
    • Golob, T.F.1    Recker, W.W.2    Alvarez, V.M.3
  • 16
    • 0030337251 scopus 로고    scopus 로고
    • Negative multinomial regression models for clustered events counts
    • Guo G. Negative multinomial regression models for clustered events counts. Sociol. Methodol. 26 (1996) 113-132
    • (1996) Sociol. Methodol. , vol.26 , pp. 113-132
    • Guo, G.1
  • 17
    • 0029333533 scopus 로고
    • Estimating safety effects of cross-section design for various highway types using Negative Binomial regression
    • Hadi M.A., Aruldhas J., Chow L., and Wattleworth J.A. Estimating safety effects of cross-section design for various highway types using Negative Binomial regression. Transp. Res. Rec. (1995) 1500
    • (1995) Transp. Res. Rec. , pp. 1500
    • Hadi, M.A.1    Aruldhas, J.2    Chow, L.3    Wattleworth, J.A.4
  • 18
    • 0035497764 scopus 로고    scopus 로고
    • Overdispersion in modelling accidents on road sections and in Empirical Bayes estimation
    • Hauer E. Overdispersion in modelling accidents on road sections and in Empirical Bayes estimation. Accid. Anal. Prev. 33 (2001) 799-808
    • (2001) Accid. Anal. Prev. , vol.33 , pp. 799-808
    • Hauer, E.1
  • 19
    • 34247485869 scopus 로고    scopus 로고
    • Statistical road safety modeling
    • Washington, DC, USA, January 11-15
    • Hauer E. Statistical road safety modeling. Proceedings of the 83rd TRB Annual Meeting. Washington, DC, USA, January 11-15 (2004)
    • (2004) Proceedings of the 83rd TRB Annual Meeting
    • Hauer, E.1
  • 20
    • 34247489760 scopus 로고    scopus 로고
    • Safety models for urban four-lane undivided road segments
    • Washington, DC, USA, January 11-15
    • Hauer E. Safety models for urban four-lane undivided road segments. Proceedings of the 83rd TRB Annual Meeting. Washington, DC, USA, January 11-15 (2004)
    • (2004) Proceedings of the 83rd TRB Annual Meeting
    • Hauer, E.1
  • 21
    • 0028497383 scopus 로고
    • Application of fuzzy logic and neural networks to automatically detect freeway traffic incidents
    • Hsiao C.H., Lin C.T., and Cassidy M. Application of fuzzy logic and neural networks to automatically detect freeway traffic incidents. J. Transp. Eng. 120 (1994) 753-773
    • (1994) J. Transp. Eng. , vol.120 , pp. 753-773
    • Hsiao, C.H.1    Lin, C.T.2    Cassidy, M.3
  • 23
    • 10444248762 scopus 로고    scopus 로고
    • The association of rainfall and other weather variables with road traffic volume in Melbourne
    • Keay K., and Sommonds I. The association of rainfall and other weather variables with road traffic volume in Melbourne. Aust. Accid. Anal. Prev. 37 (2005) 109-124
    • (2005) Aust. Accid. Anal. Prev. , vol.37 , pp. 109-124
    • Keay, K.1    Sommonds, I.2
  • 24
    • 33644927528 scopus 로고    scopus 로고
    • Road accident and rainfall in a large Australian city
    • Keay K., and Sommonds I. Road accident and rainfall in a large Australian city. Accid. Anal. Prev. 38 (2006) 445-454
    • (2006) Accid. Anal. Prev. , vol.38 , pp. 445-454
    • Keay, K.1    Sommonds, I.2
  • 26
    • 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., and Ivan J.N. Poisson, Poisson-gamma and zero-inflated regression models of motor vehicle crashes: balancing statistical fit and theory. Accid. Anal. Prev. 37 (2005) 35-46
    • (2005) Accid. Anal. Prev. , vol.37 , pp. 35-46
    • Lord, D.1    Washington, S.P.2    Ivan, J.N.3
  • 27
    • 0036707714 scopus 로고    scopus 로고
    • Relationship crash rate and hourly traffic flow on interurban motorways
    • Martin J.-L. Relationship crash rate and hourly traffic flow on interurban motorways. Accid. Anal. Prev. 34 (2002) 619-629
    • (2002) Accid. Anal. Prev. , vol.34 , pp. 619-629
    • Martin, J.-L.1
  • 28
    • 19944393621 scopus 로고    scopus 로고
    • Bayesian ranking of sites for engineering safety improvements: decision parameter, treatability concept, statistical criterion, and spatial dependence
    • Miaou S.P., and Song J.J. Bayesian ranking of sites for engineering safety improvements: decision parameter, treatability concept, statistical criterion, and spatial dependence. Accid. Anal. Prev. 37 (2005) 699-720
    • (2005) Accid. Anal. Prev. , vol.37 , pp. 699-720
    • Miaou, S.P.1    Song, J.J.2
  • 29
    • 0032588286 scopus 로고    scopus 로고
    • An analysis of urban collision using an artificial intelligence model
    • Mussone L., Ferrari A., and Oneta M. An analysis of urban collision using an artificial intelligence model. Accid. Anal. Prev. 31 (1999) 705-718
    • (1999) Accid. Anal. Prev. , vol.31 , pp. 705-718
    • Mussone, L.1    Ferrari, A.2    Oneta, M.3
  • 30
    • 33644924880 scopus 로고    scopus 로고
    • Estimation of incident clearance times using Bayesian Network approach
    • Ozbay K., and Noyan N. Estimation of incident clearance times using Bayesian Network approach. Accid. Anal. Prev. 38 (2006) 542-555
    • (2006) Accid. Anal. Prev. , vol.38 , pp. 542-555
    • Ozbay, K.1    Noyan, N.2
  • 31
    • 0027858017 scopus 로고
    • Accident prediction models for freeways
    • Persaud B., and Dzbik L. Accident prediction models for freeways. Transp. Res. Rec. 1401 (1993) 55-60
    • (1993) Transp. Res. Rec. , vol.1401 , pp. 55-60
    • Persaud, B.1    Dzbik, L.2
  • 32
    • 0033310031 scopus 로고    scopus 로고
    • Empirical Bayes procedure for ranking sites for safety investigation by potential for safety improvement
    • Persaud B., Lyon C., and Nguyen T. Empirical Bayes procedure for ranking sites for safety investigation by potential for safety improvement. Transp. Res. Rec. 1665 (1999) 7-12
    • (1999) Transp. Res. Rec. , vol.1665 , pp. 7-12
    • Persaud, B.1    Lyon, C.2    Nguyen, T.3
  • 33
    • 0034432754 scopus 로고    scopus 로고
    • Guidelines for the identification of Hazardous Highway Curves
    • Persaud B., Retting R.A., and Lyon C. Guidelines for the identification of Hazardous Highway Curves. Transp. Res. Rec. 1717 (2000) 14-18
    • (2000) Transp. Res. Rec. , vol.1717 , pp. 14-18
    • Persaud, B.1    Retting, R.A.2    Lyon, C.3
  • 34
    • 0029346270 scopus 로고
    • Identifying accident-prone location using fuzzy pattern recognition
    • Sayed T., Abdelwahab W., and Navin F. Identifying accident-prone location using fuzzy pattern recognition. J. Transp. Eng. 121 (1995) 352-358
    • (1995) J. Transp. Eng. , vol.121 , pp. 352-358
    • Sayed, T.1    Abdelwahab, W.2    Navin, F.3
  • 35
    • 0029318130 scopus 로고
    • Effect of roadway geometrics and environmental factors on rural freeway accident frequencies
    • Shankar V., Mannering F., and Barfield W. Effect of roadway geometrics and environmental factors on rural freeway accident frequencies. Accid. Anal. Prev. 27 3 (1995) 542-555
    • (1995) Accid. Anal. Prev. , vol.27 , Issue.3 , pp. 542-555
    • Shankar, V.1    Mannering, F.2    Barfield, W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.