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Original Articles

Direct Spatial Correlation in Crash Frequency Models: Estimation of the Effective Range

References

  • Aguero-Valverde , J. and Jovanis , P. P. 2006 . Spatial analysis of fatal and injury crashes in Pennsylvania . Accident Analysis and Prevention , 38 ( 3 ) : 618 – 625 .
  • Aguero-Valverde , J. and Jovanis , P. P. 2008 . Analysis of road crash frequency with spatial models . Transportation Research Record , 2061 : 55 – 63 .
  • Aguero-Valverde , J. and Jovanis , P. P. 2010 . Spatial correlation in multilevel crash frequency models: Effects of different neighboring structures . Transportation Research Record , 2165 : 21 – 33 .
  • Banerjee , B. P. , Bradley , P. C. and Gelfand , A. E. 2004 . Hierarchical modeling and analysis for spatial data , Boca Raton , FL : Chapman and Hall/CRC .
  • Besag , J. , York , J. C. and Mollié , A. 1991 . Bayesian image restoration, with two applications in spatial statistics . Annals of the Institute of Statistical Mathematics , 43 ( 1 ) : 1 – 59 .
  • Black , W. R. and Thomas , I. 1998 . Accidents on Belgium's motorways: a network autocorrelation analysis . Journal of Transport Geography , 6 ( 1 ) : 23 – 31 .
  • Carlin , B. P. and Louis , T. A. 2000 . Bayes and empirical Bayes methods for data analysis , Second Edition , London : Chapman & Hall/CRC .
  • Castro , M. , Paleti , R. and Bhat , C. 2012 . 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 ) : 253 – 272 .
  • Congdon , P. 2001 . Bayesian statistical modelling , West Sussex , , UK : John Wiley & Sons .
  • Congdon , P. 2003 . Applied Bayesian modelling , England : John Wiley & Sons .
  • Cressie , N. A. C. 1993 . Statistics for spatial data , New York , NY : John Wiley & Sons .
  • Dubin , R. A. 1988 . Estimation of regression coefficients in the presence of spatially autocorrelated error terms . Review of Economics and Statistics , 70 ( 3 ) : 466 – 474 .
  • Gelman , A. , Carlin , J. , Stern , H. S. and Rubin , D. B. 2003 . Bayesian data analysis , (2nd ed.) , Boca Raton , FL : Chapman & Hall/CRC .
  • Guo , F. , Wang , X. and Abdel-Aty , M. A. 2010 . Modeling signalized intersection safety with corridor-level spatial correlations . Accident Analysis and Prevention , 42 ( 1 ) : 84 – 92 .
  • Gross , F. and Jovanis , P. P. 2007 . Estimation of the safety effectiveness of lane and shoulder width: Case-control approach . Journal of Transportation Engineering , 133 ( 6 ) : 362 – 369 .
  • Huang , H. , Darwiche , A. L. and Abdel-Aty , M. A. 2010 . County-level crash risk analysis in Florida: Bayesian spatial modeling . Transportation Research Record , 2148 : 27 – 37 .
  • Jones , A. P. , Langford , I. H. and Bentham , G. 1996 . The application of K-function analysis to the geographical distribution of road traffic accident outcomes in Norfolk, England . Social Science and Medicine , 42 ( 6 ) : 879 – 885 .
  • Levine , N. , Kim , K. E. and Nitz , L. H. 1995 . Spatial analysis of Honolulu motor vehicle crashes: I. Spatial patterns . Accident Analysis and Prevention , 27 ( 5 ) : 663 – 674 .
  • Levine , N. , Kim , K. E. and Nitz , L. H. 1995b . Spatial analysis of Honolulu motor vehicle crashes: II. Zonal generators . Accident Analysis and Prevention , 27 ( 5 ) : 675 – 685 .
  • Lord , D. 2006 . 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 , 38 ( 4 ) : 751 – 766 .
  • Lord , D. , Washington , S. P. and Ivan , J. N. 2005 . Poisson, Poisson-gamma and zero-inflated regression models of motor vehicle crashes: Balancing statistical fit and theory . Accident Analysis and Prevention , 37 ( 1 ) : 35 – 46 .
  • Lord , D. , Washington , S. P. and Ivan , J. N. 2007 . Further notes on the application of zero-inflated models in highway safety . Accident Analysis and Prevention , 39 ( 1 ) : 53 – 57 .
  • MacNab , Y. C. 2004 . Bayesian spatial and ecological models for small-area accident and injury analysis . Accident Analysis and Prevention , 36 : 1019 – 1028 .
  • Miaou , S.-P. , Song , J. J. and Mallick , B. K. 2003 . ). Roadway traffic crash mapping: A space-time modeling approach . Journal of Transportation and Statistics , 6 ( 1 ) : 33 – 57 .
  • Mitra , S. 2009 . Spatial autocorrelation and Bayesian spatial statistical method for analyzing intersections prone to injury crashes . Transportation Research Record , 2136 : 92 – 100 .
  • Nicholson , A. 1999 . Analysis of spatial distributions of accidents . Safety Science , 31 : 71 – 91 .
  • Rao , J. N. K. 2003 . Small area estimation , New York , NY : Wiley Interscience .
  • Spiegelhalter , D. , Best , N. , Carlin , B. P. and Linde , A. 2002 . Bayesian measures of model complexity and fit . Journal of the Royal Statistical Society B , 64 ( 4 ) : 583 – 639 .
  • Thomas , A. , O’Hara , B. , Ligges , U. and Sturtz , S. 2006 . Making BUGS open . R News , 6 ( 1 ) : 12 – 17 .
  • Wang , X. and Abdel-Aty , M. A. 2006 . Temporal and spatial analysis of rear-end crashes at signalized intersections . Accident Analysis and Prevention , 38 ( 6 ) : 1137 – 1150 .

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