메뉴 건너뛰기




Volumn , Issue 2136, 2009, Pages 82-91

Bayesian multivariate Poisson lognormal models for crash severity modeling and site ranking

Author keywords

[No Author keywords available]

Indexed keywords

CODES (SYMBOLS); COST BENEFIT ANALYSIS; COST ESTIMATING; HIGHWAY ACCIDENTS; HIGHWAY ENGINEERING; POISSON DISTRIBUTION;

EID: 76749111608     PISSN: 03611981     EISSN: None     Source Type: Journal    
DOI: 10.3141/2136-10     Document Type: Article
Times cited : (129)

References (26)
  • 1
    • 0030283787 scopus 로고    scopus 로고
    • Identification of sites with promise
    • TRB, National Research Council, Washington, D.C.
    • Hauer, E. Identification of Sites with Promise. In Transportation Research Record 1542, TRB, National Research Council, Washington, D.C., 1996, pp. 54-60.
    • (1996) Transportation Research Record 1542 , pp. 54-60
    • Hauer, E.1
  • 3
    • 33747691081 scopus 로고    scopus 로고
    • Modeling motor vehicle crashes using poisson-gamma models: Examining the effects of low sample mean values and small sample size on the estimation of the fixed dispersion parameter
    • Lord, D. Modeling Motor Vehicle Crashes Using Poisson-Gamma Models: Examining the Effects of Low Sample Mean Values and Small Sample Size on the Estimation of the Fixed Dispersion Parameter. Accident Analysis and Prevention, Vol.38, 2006, pp. 751-766.
    • (2006) Accident Analysis and Prevention , vol.38 , pp. 751-766
    • Lord, D.1
  • 4
    • 10444267254 scopus 로고    scopus 로고
    • Poisson, poisson-gamma and zero-inflated regression models of motor vehicle crashes: Balancing statistical fit and theory
    • Lord, D., S. P. Washington, and J. N. Ivan. Poisson, Poisson-Gamma and Zero-Inflated Regression Models of Motor Vehicle Crashes: Balancing Statistical Fit and Theory. Accident Analysis and Prevention, Vol.37, No.1, 2005, pp. 35-46.
    • (2005) Accident Analysis and Prevention , vol.37 , Issue.1 , pp. 35-46
    • Lord, D.1    Washington, S.P.2    Ivan, J.N.3
  • 5
    • 33750976179 scopus 로고    scopus 로고
    • Further notes on the application of zero-inflated models in highway safety
    • Lord, D., S. P. Washington, and J. N. Ivan. Further Notes on the Application of Zero-Inflated Models in Highway Safety. Accident Analysis and Prevention, Vol.39, No.1, 2007, pp. 53-57.
    • (2007) Accident Analysis and Prevention , vol.39 , Issue.1 , pp. 53-57
    • Lord, D.1    Washington, S.P.2    Ivan, J.N.3
  • 8
    • 17444369408 scopus 로고    scopus 로고
    • Effective and fair identification of hazardous locations
    • Transportation Research Board of the National Academies, Washington, D.C.
    • Tarko, A. P., and M. Kanodia. Effective and Fair Identification of Hazardous Locations. In Transportation Research Record: Journal of the Transportation Research Board, No.1897, Transportation Research Board of the National Academies, Washington, D.C., 2004, pp. 64-70.
    • (2004) Transportation Research Record: Journal of the Transportation Research Board, No.1897 , pp. 64-70
    • Tarko, A.P.1    Kanodia, M.2
  • 9
    • 17444408530 scopus 로고    scopus 로고
    • Hierarchical bayesian models for multiple count data
    • Tanaru, R. Hierarchical Bayesian Models for Multiple Count Data. Austrian Journal of Statistics, Vol.31, No.3, 2002, pp. 221-229.
    • (2002) Austrian Journal of Statistics , vol.31 , Issue.3 , pp. 221-229
    • Tanaru, R.1
  • 10
    • 17444390103 scopus 로고    scopus 로고
    • Forecasting crashes at the planning level: Simultaneous negative binomial crash model applied in Tucson, Arizona
    • Transportation Research Board of the National Academies, Washington, D.C.
    • Ladrón de Guevara, F., S. P. Washington, and J. Oh. Forecasting Crashes at the Planning Level: Simultaneous Negative Binomial Crash Model Applied in Tucson, Arizona. In Transportation Research Record: Journal of the Transportation Research Board, No.1897, Transportation Research Board of the National Academies, Washington, D.C., 2004, pp. 191-199.
    • (2004) Transportation Research Record: Journal of the Transportation Research Board, No.1897 , pp. 191-199
    • Ladrón De Guevara, F.1    Washington, S.P.2    Oh, J.3
  • 11
    • 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 J. J. Song. Bayesian Ranking of Sites for Engineering Safety Improvements: Decision Parameter, Treatability Concept, Statistical Criterion, and Spatial Dependence. Accident Analysis and Prevention, Vol.37, No.4, 2005, pp. 699-720.
    • (2005) Accident Analysis and Prevention , vol.37 , Issue.4 , pp. 699-720
    • Miaou, S.-P.1    Song, J.J.2
  • 12
    • 19944368482 scopus 로고    scopus 로고
    • The covariance between the number of accidents and the number of victims in multivariate analysis of accident-related outcomes
    • Bijleveld, F. D. The Covariance Between the Number of Accidents and the Number of Victims in Multivariate Analysis of Accident- Related Outcomes. Accident Analysis and Prevention, Vol.37, 2005, pp. 591-600.
    • (2005) Accident Analysis and Prevention , vol.37 , pp. 591-600
    • Bijleveld, F.D.1
  • 13
    • 28044460320 scopus 로고    scopus 로고
    • Bayesian multivariate spatial models for roadway traffic crash mapping
    • Song, J. J., M. Ghosh, S. Miaou, and B. Mallick. Bayesian Multivariate Spatial Models for Roadway Traffic Crash Mapping. Journal of Multivariate Analysis, Vol.97, 2006, pp. 246-273.
    • (2006) Journal of Multivariate Analysis , vol.97 , pp. 246-273
    • Song, J.J.1    Ghosh, M.2    Miaou, S.3    Mallick, B.4
  • 14
    • 33749632756 scopus 로고    scopus 로고
    • Bayesian multivariate poisson regression for models of injury count, by severity
    • Transportation Research Board of the National Academies, Washington, D.C.
    • Ma, J., and K. M. Kockelman. Bayesian Multivariate Poisson Regression for Models of Injury Count, by Severity. In Transportation Research Record: Journal of the Transportation Research Board, No.1950, Transportation Research Board of the National Academies, Washington, D.C., 2006, pp. 24-34.
    • (2006) Transportation Research Record: Journal of the Transportation Research Board, No.1950 , pp. 24-34
    • Ma, J.1    Kockelman, K.M.2
  • 15
    • 41549126806 scopus 로고    scopus 로고
    • Multivariate poisson-lognormal models for jointly modeling crash frequency by severity
    • Transportation Research Board of the National Academies, Washington, D.C.
    • Park, E. S., and D. Lord. Multivariate Poisson-Lognormal Models for Jointly Modeling Crash Frequency by Severity. In Transportation Research Record: Journal of the Transportation Research Board, No.2019, Transportation Research Board of the National Academies, Washington, D.C., 2007, pp. 1-6.
    • (2007) Transportation Research Record: Journal of the Transportation Research Board, No.2019 , pp. 1-6
    • Park, E.S.1    Lord, D.2
  • 16
    • 42749088635 scopus 로고    scopus 로고
    • A multivariate poisson lognormal regression model for prediction of crash counts by severity using bayesian methods
    • Ma, J., K. M. Kockelman, and P. Damien. A Multivariate Poisson Lognormal Regression Model for Prediction of Crash Counts by Severity, Using Bayesian Methods. Accident Analysis and Prevention, Vol.40, No.3, 2008, pp. 964-975.
    • (2008) Accident Analysis and Prevention , vol.40 , Issue.3 , pp. 964-975
    • Ma, J.1    Kockelman, K.M.2    Damien, P.3
  • 19
    • 9244246378 scopus 로고    scopus 로고
    • John Wiley & Sons, West Sussex, United Kingdom
    • Congdon, P. Applied Bayesian Modeling. John Wiley & Sons, West Sussex, United Kingdom, 2003.
    • (2003) Applied Bayesian Modeling
    • Congdon, P.1
  • 21
    • 56749102809 scopus 로고    scopus 로고
    • Identifying road segments with high risk of weather-related crashes using full bayesian hierarchical models
    • Presented at Washington, D.C.
    • Aguero-Valverde, J., and P. P. Jovanis. Identifying Road Segments with High Risk of Weather-Related Crashes Using Full Bayesian Hierarchical Models. Presented at 86th Annual Meeting of the Transportation Research Board, Washington, D.C., 2007.
    • (2007) 86th Annual Meeting of the Transportation Research Board
    • Aguero-Valverde, J.1    Jovanis, P.P.2
  • 22
    • 85173167868 scopus 로고    scopus 로고
    • Bureau of Highway Safety and Traffic Engineering, Pennsylvania Department of Transportation. Accessed March 20, 2008
    • Bureau of Highway Safety and Traffic Engineering, Pennsylvania Department of Transportation. 2006 Pennsylvania Crash Facts and Statistics Book. www.dot.state.pa.us/Internet/Bureaus/pdBHSTE.nsf/ BHSTEHomepage?OpenFrameset. Accessed March 20, 2008.
    • 2006 Pennsylvania Crash Facts and Statistics Book
  • 23
    • 78651306241 scopus 로고    scopus 로고
    • Accessed May 2007
    • Pennsylvania State University. Pennsylvania Spatial Data Access. www.pasda.psu.edu/. Accessed May 2007.
    • Pennsylvania Spatial Data Access
  • 26
    • 34249097691 scopus 로고    scopus 로고
    • Estimation of the safety effectiveness of lane and shoulder width: Case-control approach
    • Gross, F., and P. P. Jovanis. Estimation of the Safety Effectiveness of Lane and Shoulder Width: Case-Control Approach. Journal of Transportation Engineering, Vol.133, No.6, 2007, pp. 362-369.
    • (2007) Journal of Transportation Engineering , vol.133 , Issue.6 , pp. 362-369
    • Gross, F.1    Jovanis, P.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.