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Volumn 42, Issue 4, 2010, Pages 1118-1127

A fully Bayesian multivariate approach to before-after safety evaluation

Author keywords

Before after evaluation with a comparison group comparison groups; Change point model; Fully Bayesian approach; Markov chain Monte Carlo; Multivariate Poisson lognormal model; Safety effectiveness

Indexed keywords

BAYESIAN APPROACHES; BEFORE-AFTER EVALUATION WITH A COMPARISON GROUP/COMPARISON GROUPS; CHANGE-POINTS; LOG-NORMAL MODEL; MARKOV CHAIN MONTE CARLO;

EID: 77955318543     PISSN: 00014575     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.aap.2009.12.026     Document Type: Article
Times cited : (84)

References (31)
  • 3
    • 33749610145 scopus 로고    scopus 로고
    • Use of propensity score matching method and hybrid Bayesian method to estimate crash modification factors of signal installation
    • N. Aul, and G. Davis Use of propensity score matching method and hybrid Bayesian method to estimate crash modification factors of signal installation Transportation Research Record 1950 2006 17 23
    • (2006) Transportation Research Record , vol.1950 , pp. 17-23
    • Aul, N.1    Davis, G.2
  • 4
    • 0001771139 scopus 로고
    • Experimental and Quasi-experimental Designs for Research on Teaching
    • D.T. Campbell, and J.C. Stanley Experimental and Quasi-experimental Designs for Research on Teaching N.L. Gage, Handbook of Research on Teaching 1963 Rand McNally Chicago
    • (1963) Handbook of Research on Teaching
    • Campbell, D.T.1    Stanley, J.C.2
  • 5
    • 84977094385 scopus 로고
    • The Connecticut crackdown on speeding: Time-series data in quasi-experimental analysis
    • D.T. Campbell, and H.L. Ross The Connecticut crackdown on speeding: time-series data in quasi-experimental analysis Law and Society Review 3 1968 33 54
    • (1968) Law and Society Review , vol.3 , pp. 33-54
    • Campbell, D.T.1    Ross, H.L.2
  • 7
    • 32344446687 scopus 로고
    • Understanding the Metropolis-Hastings algorithm
    • S. Chib, and E. Greenberg Understanding the Metropolis-Hastings algorithm American Statistician 49 1995 327 335
    • (1995) American Statistician , vol.49 , pp. 327-335
    • Chib, S.1    Greenberg, E.2
  • 8
    • 0035683054 scopus 로고    scopus 로고
    • Bayesian identification of high-risk intersections for older drivers via Gibbs sampling
    • G.A. Davis, and S. Yang Bayesian identification of high-risk intersections for older drivers via Gibbs sampling Transportation Research Record 1746 2001 84 89
    • (2001) Transportation Research Record , vol.1746 , pp. 84-89
    • Davis, G.A.1    Yang, S.2
  • 9
    • 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
  • 13
    • 0022664486 scopus 로고
    • On the estimation of the expected number of accidents
    • E. Hauer On the estimation of the expected number of accidents Accident Analysis and Prevention 18 1986 1 12
    • (1986) Accident Analysis and Prevention , vol.18 , pp. 1-12
    • Hauer, E.1
  • 16
    • 64849092993 scopus 로고    scopus 로고
    • Validation of a Full Bayes methodology for observational before-after road safety studies and application to evaluation of rural signal conversions
    • 10.1016/j.aap.2009.02.010
    • B. Lan, B. Persaud, C. Lyon, and R. Bhim Validation of a Full Bayes methodology for observational before-after road safety studies and application to evaluation of rural signal conversions Accident Analysis & Prevention 2009 10.1016/j.aap.2009.02.010
    • (2009) Accident Analysis & Prevention
    • Lan, B.1    Persaud, B.2    Lyon, C.3    Bhim, R.4
  • 17
    • 46149087518 scopus 로고    scopus 로고
    • The choice of statistical models in road safety countermeasure effectiveness studies in Iowa
    • W. Li, A. Carriquiry, M. Pawlovich, and T. Welch The choice of statistical models in road safety countermeasure effectiveness studies in Iowa Accident Analysis & Prevention 40 2008 1531 1542
    • (2008) Accident Analysis & Prevention , vol.40 , pp. 1531-1542
    • Li, W.1    Carriquiry, A.2    Pawlovich, M.3    Welch, T.4
  • 19
    • 1842428184 scopus 로고    scopus 로고
    • Modeling traffic crash-flow relationships for intersections: Dispersion parameter, functional form, and Bayes versus empirical Bayes
    • S.-P. 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.-P.1    Lord, D.2
  • 20
    • 41549126806 scopus 로고    scopus 로고
    • Multivariate Poisson-lognormal models for jointly modeling crash frequency by severity
    • E.S. 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.S.1    Lord, D.2
  • 21
    • 41549145457 scopus 로고    scopus 로고
    • Estimating safety benefits of shoulder rumble strips on two-lane rural highways in Minnesota: Empirical Bayes observational before-and-after study
    • R.B. Patel, F.M. Council, and M.S. Griffith Estimating safety benefits of shoulder rumble strips on two-lane rural highways in Minnesota: empirical Bayes observational before-and-after study Transportation Research Record 2019 2007 205 211
    • (2007) Transportation Research Record , vol.2019 , pp. 205-211
    • Patel, R.B.1    Council, F.M.2    Griffith, M.S.3
  • 22
    • 33845307906 scopus 로고    scopus 로고
    • Iowa's experience with road diet measures: Use of Bayesian approach to assess impacts on crash frequencies and crash rates
    • M.D. Pawlovich, L. Wen, A. Carriquiry, and T. Welch Iowa's experience with road diet measures: use of Bayesian approach to assess impacts on crash frequencies and crash rates Transportation Research Record 1953 2006 163 171
    • (2006) Transportation Research Record , vol.1953 , pp. 163-171
    • Pawlovich, M.D.1    Wen, L.2    Carriquiry, A.3    Welch, T.4
  • 23
    • 0343090061 scopus 로고
    • Comparison of two methods for debiasing before-and-after accident studies
    • B.N. Persaud, and E. Hauer Comparison of two methods for debiasing before-and-after accident studies Transportation Research Record 975 1984 43 49
    • (1984) Transportation Research Record , vol.975 , pp. 43-49
    • Persaud, B.N.1    Hauer, E.2
  • 24
    • 0024179401 scopus 로고
    • Do traffic signals affect safety? Some methodological issues
    • B.N. Persaud Do traffic signals affect safety? Some methodological issues Transportation Research Record 1185 1988 37 47
    • (1988) Transportation Research Record , vol.1185 , pp. 37-47
    • Persaud, B.N.1
  • 26
    • 4344688736 scopus 로고    scopus 로고
    • Crash reduction following installation of centerline rumble strips on rural two-lane roads
    • B.N. Persaud, R.A. Retting, and C.A. Lyon Crash reduction following installation of centerline rumble strips on rural two-lane roads Accident Analysis & Prevention 36 2004 1073 1079
    • (2004) Accident Analysis & Prevention , vol.36 , pp. 1073-1079
    • Persaud, B.N.1    Retting, R.A.2    Lyon, C.A.3
  • 27
    • 71549120111 scopus 로고    scopus 로고
    • Comparison of empirical Bayes and full Bayes approaches for before-after road safety evaluations
    • 10.1016/j.aap.2009.06.028
    • B. Persaud, B. Lan, C. Lyon, and R. Ghim Comparison of empirical Bayes and full Bayes approaches for before-after road safety evaluations Accident Analysis & Prevention 2009 10.1016/j.aap.2009.06.028
    • (2009) Accident Analysis & Prevention
    • Persaud, B.1    Lan, B.2    Lyon, C.3    Ghim, R.4
  • 28
    • 34247465582 scopus 로고    scopus 로고
    • Empirical Bayes before-after safety studies: Lessons learned from two decades of experience and future directions
    • B. Persaud, and C. Lyon Empirical Bayes before-after safety studies: lessons learned from two decades of experience and future directions Accident Analysis & Prevention 39 2007 546 555
    • (2007) Accident Analysis & Prevention , vol.39 , pp. 546-555
    • Persaud, B.1    Lyon, C.2
  • 29
    • 0009953884 scopus 로고    scopus 로고
    • Ranking and selecting motor vehicle accident sites by using a hierarchical Bayesian model
    • P.J. Schluter, J.J. Deely, and A.J. Nicholson Ranking and selecting motor vehicle accident sites by using a hierarchical Bayesian model The Statistician 46 1997 293 316
    • (1997) The Statistician , vol.46 , pp. 293-316
    • Schluter, P.J.1    Deely, J.J.2    Nicholson, A.J.3
  • 31
    • 0000576595 scopus 로고
    • Markov chains for exploring posterior distributions
    • L. Tierney Markov chains for exploring posterior distributions Annals of Statistics 22 1994 1701 1762
    • (1994) Annals of Statistics , vol.22 , pp. 1701-1762
    • Tierney, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.