메뉴 건너뛰기




Volumn 9, Issue , 2016, Pages 1-15

Multivariate random parameters collision count data models with spatial heterogeneity

Author keywords

Collision count data modeling; Full Bayesian (FB) estimation; Heterogeneous effects; Multivariate modeling; Random parameters model; Spatial correlation

Indexed keywords

BARIUM COMPOUNDS; MARKOV PROCESSES; MONTE CARLO METHODS;

EID: 84949524138     PISSN: 22136657     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.amar.2015.11.002     Document Type: Article
Times cited : (132)

References (88)
  • 1
    • 0034277116 scopus 로고    scopus 로고
    • Modeling traffic accident occurrence and involvement
    • M. Abdel-Aty, and A.E. Radwan Modeling traffic accident occurrence and involvement Accident Analysis and Prevention 32 5 2000 633 642
    • (2000) Accident Analysis and Prevention , vol.32 , Issue.5 , pp. 633-642
    • Abdel-Aty, M.1    Radwan, A.E.2
  • 2
    • 33845283882 scopus 로고    scopus 로고
    • Crash estimation at signalized intersections along corridors analyzing spatial effect and identifying significant factors
    • M. Abdel-Aty, and X. Wang Crash estimation at signalized intersections along corridors analyzing spatial effect and identifying significant factors Transportation Research Record 1953 2006 98 111
    • (2006) Transportation Research Record , vol.1953 , pp. 98-111
    • Abdel-Aty, M.1    Wang, X.2
  • 3
    • 84880516222 scopus 로고    scopus 로고
    • Multivariate spatial models of excess crash frequency at area level: Case of Costa Rica
    • J. Aguero-Valverde Multivariate spatial models of excess crash frequency at area level: case of Costa Rica Accident Analysis and Prevention 59 2013 365 373
    • (2013) Accident Analysis and Prevention , vol.59 , pp. 365-373
    • Aguero-Valverde, J.1
  • 5
    • 76749111608 scopus 로고    scopus 로고
    • Bayesian multivariate Poisson lognormal models for crash severity modeling and site ranking
    • J. Aguero-Valverde, and P.P. Jovanis Bayesian multivariate Poisson lognormal models for crash severity modeling and site ranking Transportation Research Record 2136 2009 82 91
    • (2009) Transportation Research Record , vol.2136 , pp. 82-91
    • Aguero-Valverde, J.1    Jovanis, P.P.2
  • 6
    • 78651325886 scopus 로고    scopus 로고
    • Spatial correlation in multilevel crash frequency models effects of different neighboring structures
    • J. Aguero-Valverde, and P.P. Jovanis Spatial correlation in multilevel crash frequency models effects of different neighboring structures Transportation Research Record 2165 2010 21 32
    • (2010) Transportation Research Record , vol.2165 , pp. 21-32
    • Aguero-Valverde, J.1    Jovanis, P.P.2
  • 7
    • 33644906631 scopus 로고    scopus 로고
    • Spatial analysis of fatal and injury crashes in Pennsylvania
    • J. Aguero-Valverde, and P.P. Jovanis Spatial analysis of fatal and injury crashes in Pennsylvania Accident Analysis and Prevention 38 3 2006 618 625
    • (2006) Accident Analysis and Prevention , vol.38 , Issue.3 , pp. 618-625
    • Aguero-Valverde, J.1    Jovanis, P.P.2
  • 8
    • 79955611692 scopus 로고    scopus 로고
    • Exploring a Bayesian hierarchical approach for developing safety performance functions for a mountainous freeway
    • M. Ahmed, H. Huang, M. Abdel-Aty, and B. Guevara Exploring a Bayesian hierarchical approach for developing safety performance functions for a mountainous freeway Accident Analysis and Prevention 43 4 2011 1581 1589
    • (2011) Accident Analysis and Prevention , vol.43 , Issue.4 , pp. 1581-1589
    • Ahmed, M.1    Huang, H.2    Abdel-Aty, M.3    Guevara, B.4
  • 9
    • 0037651877 scopus 로고    scopus 로고
    • Comparison of road crashes incident and severity between some French counties
    • E. Amoros, J.L. Martin, and B. Laumon Comparison of road crashes incident and severity between some French counties Accident Analysis and Prevention 35 4 2003 537 547
    • (2003) Accident Analysis and Prevention , vol.35 , Issue.4 , pp. 537-547
    • Amoros, E.1    Martin, J.L.2    Laumon, B.3
  • 10
    • 57849139673 scopus 로고    scopus 로고
    • A note on modeling vehicle accident frequencies with random-parameters count models
    • P.C. Anastasopoulos, and F.L. Mannering A note on modeling vehicle accident frequencies with random-parameters count models Accident Analysis and Prevention 41 1 2009 153 159
    • (2009) Accident Analysis and Prevention , vol.41 , Issue.1 , pp. 153-159
    • Anastasopoulos, P.C.1    Mannering, F.L.2
  • 11
    • 79952448220 scopus 로고    scopus 로고
    • An empirical assessment of fixed and random parameter logit models using crash- and non-crash-specific injury data
    • P.C. Anastasopoulos, and F.L. Mannering An empirical assessment of fixed and random parameter logit models using crash- and non-crash-specific injury data Accident Analysis and Prevention 43 3 2011 1140 1147
    • (2011) Accident Analysis and Prevention , vol.43 , Issue.3 , pp. 1140-1147
    • Anastasopoulos, P.C.1    Mannering, F.L.2
  • 15
    • 33845221523 scopus 로고
    • On conditional and intrinsic autoregressions
    • J. Besag, and C. Kooperberg On conditional and intrinsic autoregressions Biometrika 82 4 1995 733 746
    • (1995) Biometrika , vol.82 , Issue.4 , pp. 733-746
    • Besag, J.1    Kooperberg, C.2
  • 17
    • 19944368482 scopus 로고    scopus 로고
    • The covariance between the number of accidents and the number of victims in multivariate analysis of accident related outcomes
    • F.D. Bijleveld The covariance between the number of accidents and the number of victims in multivariate analysis of accident related outcomes Accident Analysis and Prevention 37 4 2005 591 600
    • (2005) Accident Analysis and Prevention , vol.37 , Issue.4 , pp. 591-600
    • Bijleveld, F.D.1
  • 18
  • 19
    • 84872701943 scopus 로고    scopus 로고
    • A spatial generalized ordered response model to examine highway crash injury severity
    • M. Castro, R. Paleti, and C.R. Bhat A spatial generalized ordered response model to examine highway crash injury severity Accident Analysis and Prevention 52 2013 188 203
    • (2013) Accident Analysis and Prevention , vol.52 , pp. 188-203
    • Castro, M.1    Paleti, R.2    Bhat, C.R.3
  • 20
    • 81055136593 scopus 로고    scopus 로고
    • A latent variable representation of count data models to accommodate spatial and temporal dependence: Application to predicting crash frequency at intersections
    • M. Castro, R. Paleti, and C.R. Bhat A latent variable representation of count data models to accommodate spatial and temporal dependence: application to predicting crash frequency at intersections Transportation Research Part B 46 1 2012 253 272
    • (2012) Transportation Research Part B , vol.46 , Issue.1 , pp. 253-272
    • Castro, M.1    Paleti, R.2    Bhat, C.R.3
  • 21
    • 84893518643 scopus 로고    scopus 로고
    • Modeling safety of highway work zones with random parameters and random effects models
    • E. Chen, and A.P. Tarko Modeling safety of highway work zones with random parameters and random effects models Analytic Methods in Accident Research 1 2014 86 95
    • (2014) Analytic Methods in Accident Research , vol.1 , pp. 86-95
    • Chen, E.1    Tarko, A.P.2
  • 23
    • 84897805378 scopus 로고    scopus 로고
    • Incorporating spatial dependence in simultaneously modeling crash frequency and severity
    • Y.C. Chiou, C. Fu, and H. Chih-Wei Incorporating spatial dependence in simultaneously modeling crash frequency and severity Analytic Methods in Accident Research 2 2014 1 11
    • (2014) Analytic Methods in Accident Research , vol.2 , pp. 1-11
    • Chiou, Y.C.1    Fu, C.2    Chih-Wei, H.3
  • 25
    • 79952536224 scopus 로고    scopus 로고
    • Random parameter models for accident prediction on two- lane undivided highways in India
    • R. Dinu, and A. Veeraragavan Random parameter models for accident prediction on two- lane undivided highways in India Journal of Safety Research 42 1 2011 39 42
    • (2011) Journal of Safety Research , vol.42 , Issue.1 , pp. 39-42
    • Dinu, R.1    Veeraragavan, A.2
  • 26
    • 84901033661 scopus 로고    scopus 로고
    • Multivariate random- parameters zero-inflated negative binomial regression model: An application to estimate crash frequencies at intersections
    • C. Dong, D.B. Clarke, X. Yan, A. Khattak, and B. Huang Multivariate random- parameters zero-inflated negative binomial regression model: an application to estimate crash frequencies at intersections Accident Analysis and Prevention 70 2014 320 329
    • (2014) Accident Analysis and Prevention , vol.70 , pp. 320-329
    • Dong, C.1    Clarke, D.B.2    Yan, X.3    Khattak, A.4    Huang, B.5
  • 27
    • 67949107931 scopus 로고    scopus 로고
    • Accident prediction models with random corridor parameters
    • K. El-Basyouny, and T. Sayed Accident prediction models with random corridor parameters Accident Analysis and Prevention 41 5 2009 1118 1123
    • (2009) Accident Analysis and Prevention , vol.41 , Issue.5 , pp. 1118-1123
    • El-Basyouny, K.1    Sayed, T.2
  • 28
    • 67349231302 scopus 로고    scopus 로고
    • Collision prediction models using multivariate Poisson- lognormal regression
    • K. El-Basyouny, and T. Sayed Collision prediction models using multivariate Poisson- lognormal regression Accident Analysis and Prevention 41 4 2009 820 828
    • (2009) Accident Analysis and Prevention , vol.41 , Issue.4 , pp. 820-828
    • El-Basyouny, K.1    Sayed, T.2
  • 29
    • 84870290210 scopus 로고    scopus 로고
    • Depth-based hotspot identification and multivariate ranking using the full Bayes approach
    • K. El-Basyouny, and T. Sayed Depth-based hotspot identification and multivariate ranking using the full Bayes approach Accident Analysis and Prevention 50 2013 1082 1089
    • (2013) Accident Analysis and Prevention , vol.50 , pp. 1082-1089
    • El-Basyouny, K.1    Sayed, T.2
  • 30
    • 67949099126 scopus 로고    scopus 로고
    • Urban arterial accident prediction models with spatial effects
    • K. El-Basyouny, and T. Sayed Urban arterial accident prediction models with spatial effects Transportation Research Record 2102 2009 27 33
    • (2009) Transportation Research Record , vol.2102 , pp. 27-33
    • El-Basyouny, K.1    Sayed, T.2
  • 31
    • 84907349852 scopus 로고    scopus 로고
    • Investigation of time and weather effects on crash types using full Bayesian multivariate Poisson lognormal models
    • K. El-Basyouny, S. Barua, and T. Islam Investigation of time and weather effects on crash types using full Bayesian multivariate Poisson lognormal models Accident Analysis and Prevention 73 2014 91 99
    • (2014) Accident Analysis and Prevention , vol.73 , pp. 91-99
    • El-Basyouny, K.1    Barua, S.2    Islam, T.3
  • 32
    • 84949508150 scopus 로고    scopus 로고
    • Assessing the Effect of Weather States on Crash Severity and Type using Full Bayesian Multivariate Safety Models
    • Washington D.C., USA.
    • El-Basyouny, K., Barua, S., Islam, M. T., Li, R., 2014b. Assessing the Effect of Weather States on Crash Severity and Type using Full Bayesian Multivariate Safety Models. Transportation Research Board 93rd Annual Meeting. Washington D.C., USA.
    • (2014) Transportation Research Board 93rd Annual Meeting.
    • El-Basyouny, K.1    Barua, S.2    Islam, M.T.3    Li, R.4
  • 33
    • 84867786262 scopus 로고    scopus 로고
    • A Bayesian analysis of multi-level spatial correlation in single vehicle motorcycle crashes in Ohio
    • T. Flask, and W. Schneider IV A Bayesian analysis of multi-level spatial correlation in single vehicle motorcycle crashes in Ohio Safety Science 53 2013 1 10
    • (2013) Safety Science , vol.53 , pp. 1-10
    • Flask, T.1    Schneider, I.V.W.2
  • 34
    • 79958211807 scopus 로고    scopus 로고
    • On factors related to car accidents on German Autobahn connectors
    • M. Garnowski, and H. Manner On factors related to car accidents on German Autobahn connectors Accident Analysis and Prevention 43 5 2011 1864 1871
    • (2011) Accident Analysis and Prevention , vol.43 , Issue.5 , pp. 1864-1871
    • Garnowski, M.1    Manner, H.2
  • 36
    • 40149111220 scopus 로고    scopus 로고
    • Mixed logit analysis of safety-belt use in single- and multi-occupant vehicles
    • K. Gkritza, and F.L. Mannering Mixed logit analysis of safety-belt use in single- and multi-occupant vehicles Accident Analysis and Prevention 40 2 2008 443 451
    • (2008) Accident Analysis and Prevention , vol.40 , Issue.2 , pp. 443-451
    • Gkritza, K.1    Mannering, F.L.2
  • 37
    • 0037333762 scopus 로고    scopus 로고
    • Accident prediction models for urban roads
    • P. Greibe Accident prediction models for urban roads Accident Analysis and Prevention 35 2 2003 273 285
    • (2003) Accident Analysis and Prevention , vol.35 , Issue.2 , pp. 273-285
    • Greibe, P.1
  • 38
    • 71549125242 scopus 로고    scopus 로고
    • Modeling signalized intersection safety with corridor-level spatial correlations
    • F. Guo, X. Wang, and M. Abdel-Aty Modeling signalized intersection safety with corridor-level spatial correlations Accident Analysis and Prevention 42 1 2010 84 92
    • (2010) Accident Analysis and Prevention , vol.42 , Issue.1 , pp. 84-92
    • Guo, F.1    Wang, X.2    Abdel-Aty, M.3
  • 40
    • 46149087518 scopus 로고    scopus 로고
    • The choice of statistical models in road safety countermeasures effectiveness studies in Iowa
    • W. Li, A. Carriquiry, M. Pawlovich, and T. Welch The choice of statistical models in road safety countermeasures effectiveness studies in Iowa Accident Analysis and Prevention 40 4 2008 1531 1542
    • (2008) Accident Analysis and Prevention , vol.40 , Issue.4 , pp. 1531-1542
    • Li, W.1    Carriquiry, A.2    Pawlovich, M.3    Welch, T.4
  • 41
    • 77952089434 scopus 로고    scopus 로고
    • The statistical analysis of crash-frequency data: A review and assessment of methodological alternatives
    • D. Lord, and F. Mannering The statistical analysis of crash-frequency data: a review and assessment of methodological alternatives Transportation Research Part A 44 5 2010 291 305
    • (2010) Transportation Research Part A , vol.44 , Issue.5 , pp. 291-305
    • Lord, D.1    Mannering, F.2
  • 42
    • 43949096566 scopus 로고    scopus 로고
    • Effects of low sample mean values and small sample size on the estimation of the fixed dispersion parameter of Poisson-gamma models for modeling motor vehicle crashes: A Bayesian perspective
    • D. Lord, and L. Miranda-Moreno Effects of low sample mean values and small sample size on the estimation of the fixed dispersion parameter of Poisson-gamma models for modeling motor vehicle crashes: a Bayesian perspective Safety Science 46 5 2008 751 770
    • (2008) Safety Science , vol.46 , Issue.5 , pp. 751-770
    • Lord, D.1    Miranda-Moreno, L.2
  • 43
    • 0034432755 scopus 로고    scopus 로고
    • Accident prediction models with and without trend: Application of the generalized estimating equations procedure
    • D. Lord, and B.N. Persaud Accident prediction models with and without trend: application of the generalized estimating equations procedure Transportation Research Record 1717 2000 102 108
    • (2000) Transportation Research Record , vol.1717 , pp. 102-108
    • Lord, D.1    Persaud, B.N.2
  • 44
    • 10444267254 scopus 로고    scopus 로고
    • Poisson, Poisson-gamma and zero-inflated regression models of motor vehicle crashes: Balancing statistical fit and theory
    • D. Lord, 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 37 1 2005 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
  • 45
    • 33750976179 scopus 로고    scopus 로고
    • Further notes on the application of zero-inflated models in highway safety
    • D. Lord, S. Washington, and J.N. Ivan Further notes on the application of zero-inflated models in highway safety Accident Analysis and Prevention 39 1 2007 53 57
    • (2007) Accident Analysis and Prevention , vol.39 , Issue.1 , pp. 53-57
    • Lord, D.1    Washington, S.2    Ivan, J.N.3
  • 46
    • 0006407254 scopus 로고    scopus 로고
    • WinBUGS - A Bayesian modeling framework: Concepts, structure, and extensibility
    • D. Lunn, A. Thomas, N. Best, and D. Spiegelhalter WinBUGS - a Bayesian modeling framework: concepts, structure, and extensibility Statistics and Computing 10 4 2000 325 337
    • (2000) Statistics and Computing , vol.10 , Issue.4 , pp. 325-337
    • Lunn, D.1    Thomas, A.2    Best, N.3    Spiegelhalter, D.4
  • 47
    • 33749632756 scopus 로고    scopus 로고
    • Bayesian multivariate poisson regression for models of injury count, by severity
    • J. Ma, and K.M. Kockelman Bayesian multivariate poisson regression for models of injury count, by severity Transportation Research Record 1950 2006 24 34
    • (2006) Transportation Research Record , vol.1950 , pp. 24-34
    • Ma, J.1    Kockelman, K.M.2
  • 48
    • 42749088635 scopus 로고    scopus 로고
    • A multivariate Poisson-lognormal regression model for prediction of crash counts by severity, using Bayesian
    • J. Ma, K.M. Kockelman, and P. Damien A multivariate Poisson-lognormal regression model for prediction of crash counts by severity, using Bayesian Accident Analysis and Prevention 40 3 2008 964 975
    • (2008) Accident Analysis and Prevention , vol.40 , Issue.3 , pp. 964-975
    • Ma, J.1    Kockelman, K.M.2    Damien, P.3
  • 49
    • 0025499621 scopus 로고
    • A bivariate negative binomial model to explain traffic accident migration
    • M. Maher A bivariate negative binomial model to explain traffic accident migration Accident Analysis and Prevention 22 5 1990 487 498
    • (1990) Accident Analysis and Prevention , vol.22 , Issue.5 , pp. 487-498
    • Maher, M.1
  • 50
    • 71549117050 scopus 로고    scopus 로고
    • Zero-state Markov switching count-data models: An empirical assessment
    • N.V. Malyshkina, and F.L. Mannering Zero-state Markov switching count-data models: an empirical assessment Accident Analysis and Prevention 42 1 2010 122 130
    • (2010) Accident Analysis and Prevention , vol.42 , Issue.1 , pp. 122-130
    • Malyshkina, N.V.1    Mannering, F.L.2
  • 51
    • 60449098299 scopus 로고    scopus 로고
    • Markov switching negative binomial models: An application to vehicle accident frequencies
    • N.V. Malyshkina, F.L. Mannering, and A.P. Tarko Markov switching negative binomial models: an application to vehicle accident frequencies Accident Analysis and Prevention 41 2 2009 217 226
    • (2009) Accident Analysis and Prevention , vol.41 , Issue.2 , pp. 217-226
    • Malyshkina, N.V.1    Mannering, F.L.2    Tarko, A.P.3
  • 52
    • 84893489445 scopus 로고    scopus 로고
    • Analytic methods in accident research: Methodological frontier and future directions
    • F.L. Mannering, and C.R. Bhat Analytic methods in accident research: methodological frontier and future directions Analytic Methods in Accident Research 1 2014 1 22
    • (2014) Analytic Methods in Accident Research , vol.1 , pp. 1-22
    • Mannering, F.L.1    Bhat, C.R.2
  • 53
    • 1842428184 scopus 로고    scopus 로고
    • Modeling traffic crash-flow relationships for intersections: Dispersion parameter, functional form, and Bayes versus empirical Bayes
    • S. Miaou, and D. Lord Modeling traffic crash-flow relationships for intersections: dispersion parameter, functional form, and Bayes versus empirical Bayes Transportation Research Record 1840 2003 31 40
    • (2003) Transportation Research Record , vol.1840 , pp. 31-40
    • Miaou, S.1    Lord, D.2
  • 55
    • 38149090972 scopus 로고    scopus 로고
    • Highway accident severities and the mixed logit model: An exploratory empirical analysis
    • J. Milton, V. Shankar, and F. Mannering Highway accident severities and the mixed logit model: an exploratory empirical analysis Accident Analysis and Prevention 40 1 2008 260 266
    • (2008) Accident Analysis and Prevention , vol.40 , Issue.1 , pp. 260-266
    • Milton, J.1    Shankar, V.2    Mannering, F.3
  • 56
    • 76749155074 scopus 로고    scopus 로고
    • Spatial autocorrelation and Bayesian spatial statistical method for analyzing intersections prone to injury crashes
    • S. Mitra Spatial autocorrelation and bayesian spatial statistical method for analyzing intersections prone to injury crashes Transportation Research Record 2136 2009 92 100
    • (2009) Transportation Research Record , vol.2136 , pp. 92-100
    • Mitra, S.1
  • 57
    • 0344074000 scopus 로고    scopus 로고
    • Analysis of spatial distributions of accidents
    • A. Nicholson Analysis of spatial distributions of accidents Safety Science 31 1 1999 71 91
    • (1999) Safety Science , vol.31 , Issue.1 , pp. 71-91
    • Nicholson, A.1
  • 58
    • 4344699939 scopus 로고    scopus 로고
    • A spatially disaggregate analysis of road casualties in England
    • R.B. Noland, and M. Quddus A spatially disaggregate analysis of road casualties in England Accident Analysis and Prevention 36 6 2004 973 984
    • (2004) Accident Analysis and Prevention , vol.36 , Issue.6 , pp. 973-984
    • Noland, R.B.1    Quddus, M.2
  • 59
    • 67349194666 scopus 로고    scopus 로고
    • Application of finite mixture models for vehicle crash data analysis
    • B.-J. Park, and D. Lord Application of finite mixture models for vehicle crash data analysis Accident Analysis and Prevention 41 4 2009 683 691
    • (2009) Accident Analysis and Prevention , vol.41 , Issue.4 , pp. 683-691
    • Park, B.-J.1    Lord, D.2
  • 60
    • 76049105420 scopus 로고    scopus 로고
    • Bias properties of Bayesian statistics in finite mixture of negative binomial regression models in crash data analysis
    • B.-J. Park, D. Lord, and J.D. Hart Bias properties of Bayesian statistics in finite mixture of negative binomial regression models in crash data analysis Accident Analysis and Prevention 42 2 2010 741 749
    • (2010) Accident Analysis and Prevention , vol.42 , Issue.2 , pp. 741-749
    • Park, B.-J.1    Lord, D.2    Hart, J.D.3
  • 61
    • 41549126806 scopus 로고    scopus 로고
    • Multivariate Poisson-lognormal models for jointly modeling crash frequency by severity
    • E. Park, and D. Lord Multivariate Poisson-lognormal models for jointly modeling crash frequency by severity Transportation Research Record 2019 2007 1 6
    • (2007) Transportation Research Record , vol.2019 , pp. 1-6
    • Park, E.1    Lord, D.2
  • 62
    • 46149122279 scopus 로고    scopus 로고
    • Modelling area-wide count outcomes with spatial correlation and heterogeneity: An analysis of London crash data
    • M. Quddus Modelling area-wide count outcomes with spatial correlation and heterogeneity: an analysis of London crash data Accident Analysis and Prevention 40 4 2008 1486 1497
    • (2008) Accident Analysis and Prevention , vol.40 , Issue.4 , pp. 1486-1497
    • Quddus, M.1
  • 63
    • 84898939321 scopus 로고    scopus 로고
    • Comparison of factors affecting injury severity in angle collisions by fault status using a random parameters bivariate ordered probit model
    • B.J. Russo, P.T. Savolainen, W.H. Schneider IV, and P.C. Anastasopoulos Comparison of factors affecting injury severity in angle collisions by fault status using a random parameters bivariate ordered probit model Analytic Methods in Accident Research 2 2014 21 29
    • (2014) Analytic Methods in Accident Research , vol.2 , pp. 21-29
    • Russo, B.J.1    Savolainen, P.T.2    Schneider, I.V.W.H.3    Anastasopoulos, P.C.4
  • 65
    • 0009953884 scopus 로고    scopus 로고
    • Ranking and selecting motor vehicle accident sites by using a hierarchical Bayesian model
    • P. Schluter, J. Deely, and A. Nicholson Ranking and selecting motor vehicle accident sites by using a hierarchical Bayesian model The Statistician 46 3 1997 293 316
    • (1997) The Statistician , vol.46 , Issue.3 , pp. 293-316
    • Schluter, P.1    Deely, J.2    Nicholson, A.3
  • 66
    • 84898932497 scopus 로고    scopus 로고
    • A latent class analysis of single-vehicle motorcycle crash severity outcomes
    • M.S. Shaheed, and K. Gkritza A latent class analysis of single-vehicle motorcycle crash severity outcomes Analytic Methods in Accident Research 2 2014 30 38
    • (2014) Analytic Methods in Accident Research , vol.2 , pp. 30-38
    • Shaheed, M.S.1    Gkritza, K.2
  • 67
    • 0031279422 scopus 로고    scopus 로고
    • Modeling accident frequencies as zero-altered probability processes: An empirical inquiry
    • V. Shankar, J. Milton, and F. Mannering Modeling accident frequencies as zero-altered probability processes: an empirical inquiry Accident Analysis and Prevention 29 6 1997 829 837
    • (1997) Accident Analysis and Prevention , vol.29 , Issue.6 , pp. 829-837
    • Shankar, V.1    Milton, J.2    Mannering, F.3
  • 68
    • 33746006236 scopus 로고    scopus 로고
    • Editorial: Errors in the variables, unobserved heterogeneity, and other ways of hiding statistical error
    • S. Shugan Editorial: errors in the variables, unobserved heterogeneity, and other ways of hiding statistical error Marketing Science 25 3 2006 203 216
    • (2006) Marketing Science , vol.25 , Issue.3 , pp. 203-216
    • Shugan, S.1
  • 74
    • 17444408530 scopus 로고    scopus 로고
    • Hierarchical Bayesian models for multiple count data
    • R. Tunaru Hierarchical Bayesian models for multiple count data Austrian Journal of Statistics 31 3 2002 221 229
    • (2002) Austrian Journal of Statistics , vol.31 , Issue.3 , pp. 221-229
    • Tunaru, R.1
  • 75
    • 84856670613 scopus 로고    scopus 로고
    • Random parameter model used to explain effects of built-environment characteristics on pedestrian crash frequency
    • S. Ukkusuri, S. Hasan, and H.M. Aziz Random parameter model used to explain effects of built-environment characteristics on pedestrian crash frequency Transportation Research Record 2237 2011 98 106
    • (2011) Transportation Research Record , vol.2237 , pp. 98-106
    • Ukkusuri, S.1    Hasan, S.2    Aziz, H.M.3
  • 77
    • 84880143707 scopus 로고    scopus 로고
    • Random parameter models of interstate crash frequencies by severity, number of vehicles involved, collision and location type
    • N. Venkataraman, G.F. Ulfarsson, and V.N. Shankar Random parameter models of interstate crash frequencies by severity, number of vehicles involved, collision and location type Accident Analysis and Prevention 59 2013 309 318
    • (2013) Accident Analysis and Prevention , vol.59 , pp. 309-318
    • Venkataraman, N.1    Ulfarsson, G.F.2    Shankar, V.N.3
  • 78
    • 79961171942 scopus 로고    scopus 로고
    • Predicting accident frequency at their severity levels and its application in site ranking using a two-stage mixed multivariate model
    • C. Wang, M.A. Quddus, and S.G. Ison Predicting accident frequency at their severity levels and its application in site ranking using a two-stage mixed multivariate model Accident Analysis and Prevention 43 6 2011 1979 1990
    • (2011) Accident Analysis and Prevention , vol.43 , Issue.6 , pp. 1979-1990
    • Wang, C.1    Quddus, M.A.2    Ison, S.G.3
  • 79
    • 33749051863 scopus 로고    scopus 로고
    • Temporal and spatial analyses of rear-end crashes at signalized intersections
    • X. Wang, and M. Abdel-Aty Temporal and spatial analyses of rear-end crashes at signalized intersections Accident Analysis and Prevention 38 6 2006 1137 1150
    • (2006) Accident Analysis and Prevention , vol.38 , Issue.6 , pp. 1137-1150
    • Wang, X.1    Abdel-Aty, M.2
  • 80
    • 33845342526 scopus 로고    scopus 로고
    • Crash estimation at signalized intersections: Significant factors and temporal effect
    • X. Wang, M. Abdel-Aty, and P.A. Brady Crash estimation at signalized intersections: significant factors and temporal effect Transportation Research Record 1953 2006 10 20
    • (2006) Transportation Research Record , vol.1953 , pp. 10-20
    • Wang, X.1    Abdel-Aty, M.2    Brady, P.A.3
  • 82
    • 84879294218 scopus 로고    scopus 로고
    • Safety impacts of signal-warning flashers and speed control at high-speed signalized intersections
    • Z. Wu, A. Sharma, F.L. Mannering, and S. Wang Safety impacts of signal-warning flashers and speed control at high-speed signalized intersections Accident Analysis and Prevention 54 2013 90 98
    • (2013) Accident Analysis and Prevention , vol.54 , pp. 90-98
    • Wu, Z.1    Sharma, A.2    Mannering, F.L.3    Wang, S.4
  • 83
    • 84875141815 scopus 로고    scopus 로고
    • The heterogeneous effects of guardian supervision on adolescent driver-injury severities: A finite-mixture random-parameters approach
    • Y. Xiong, and F.L. Mannering The heterogeneous effects of guardian supervision on adolescent driver-injury severities: a finite-mixture random-parameters approach Transportation Research Part B 49 2013 39 54
    • (2013) Transportation Research Part B , vol.49 , pp. 39-54
    • Xiong, Y.1    Mannering, F.L.2
  • 84
    • 84891672311 scopus 로고    scopus 로고
    • Safety analysis on urban arterials considering operational conditions in Shanghai
    • W. Xuesong, and C. Ming Safety analysis on urban arterials considering operational conditions in Shanghai Procedia Engineering 45 2012 836 840
    • (2012) Procedia Engineering , vol.45 , pp. 836-840
    • Xuesong, W.1    Ming, C.2
  • 85
    • 84911901180 scopus 로고    scopus 로고
    • Modeling crash spatial heterogeneity: Random parameter versus geographically weighting
    • P. Xu, and H. Huang Modeling crash spatial heterogeneity: Random parameter versus geographically weighting Accident Analysis and Prevention 75 2015 16 25
    • (2015) Accident Analysis and Prevention , vol.75 , pp. 16-25
    • Xu, P.1    Huang, H.2
  • 86
    • 84876580089 scopus 로고    scopus 로고
    • Investigating different approaches to develop informative priors in hierarchical Bayesian safety performance functions
    • R. Yu, and M. Abdel-Aty Investigating different approaches to develop informative priors in hierarchical Bayesian safety performance functions Accident Analysis and Prevention 56 2013 51 58
    • (2013) Accident Analysis and Prevention , vol.56 , pp. 51-58
    • Yu, R.1    Abdel-Aty, M.2
  • 87
    • 84893517191 scopus 로고    scopus 로고
    • Analyzing different functional forms of the varying weight parameter for finite mixture of negative binomial regression models
    • Y. Zou, Y. Zhang, and D. Lord Analyzing different functional forms of the varying weight parameter for finite mixture of negative binomial regression models Analytic Methods in Accident Research 1 2014 39 52
    • (2014) Analytic Methods in Accident Research , vol.1 , pp. 39-52
    • Zou, Y.1    Zhang, Y.2    Lord, D.3
  • 88
    • 84870301269 scopus 로고    scopus 로고
    • Application of finite mixture of negative binomial regression models with varying weight parameters for vehicle crash data analysis
    • Y. Zou, Y. Zhang, and D. Lord Application of finite mixture of negative binomial regression models with varying weight parameters for vehicle crash data analysis Accident Analysis and Prevention 50 2013 1042 1051
    • (2013) Accident Analysis and Prevention , vol.50 , pp. 1042-1051
    • Zou, Y.1    Zhang, Y.2    Lord, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.