Development of Planning-Level Transportation Safety Models using Full Bayesian Semiparametric Additive Techniques

References

• Aguero-Valverde , J. and Jovanis , P. P. 2006 . Temporal transferability and updating of zonal level accident prediction models . Accident Analysis & Prevention , 38 ( 3 ) : 618 – 625 .
   PubMed Web of Science ®Google Scholar
• BayesX 1.51 . 2008 . BayesX—Software for Bayesian inference in structured additive regression models, version 1.51 Retrieved June 5, 2008, from http://www.stat.uni-muenchen.de/~bayesx/bayesx.html
   Google Scholar
• Chatterjee , A. , Wegmann , F. J. , Fortey , N. J. and Everett , J. D. . Paper presented at the 83rd Annual Meeting of the Transportation Research Board, January 11–15 . Washington, D.C. Incorporating safety and security issues in urban transportation planning ,
   Google Scholar
• de Guevara , F. L. , Washington , S. P. and Oh , J. 2004 . Forecasting crashes at the planning level: Simultaneous negative binomial crash model applied in Tucson, Arizona . Transportation Research Record , 1897 : 191 – 199 .
   Google Scholar
• EMME/2 . 1998 . EMME/2 user's Guide Manual Release 9 , INRO Consultants, Inc .
   Google Scholar
• Fahrmeir , L. and Osuna , L. 2003 . Structured count data regression (Sonderforschungsbereich 386, Paper 334). Institut fur Statistik, Universitat Monchen, Germany
   Google Scholar
• Fotheringham , A. S. , Brunsdon , C. and Charlton , M. 2002 . Geographically weighted regression: The analysis of spatially varying relationships , John Wiley & Sons, Ltd .
   Google Scholar
• Hadayeghi , A. 2009 . Use of advanced techniques to estimate zonal level safety planning models and examine their temporal transferability Unpublished doctoral dissertation, Department of Civil Engineering, University of Toronto, Ontario, Canada
   Google Scholar
• Hadayeghi , A. , Shalaby , A. S. and Persaud , B. 2003 . Macro-level accident prediction models for evaluating safety of urban transportation systems . Transportation Research Record , 1840 : 87 – 95 .
   Web of Science ®Google Scholar
• Hadayeghi , A. , Shalaby , A. S. and Persaud , B. 2007 . Safety prediction models: Proactive tool for safety evaluation in urban transportation planning applications . Transportation Research Record , 2019 : 225 – 236 .
   Web of Science ®Google Scholar
• Hadayeghi , A. , Shalaby , A. S. and Persaud , B. 2010 . Development of planning level transportation safety tools using geographically weighted Poisson regression . Accident Analysis and Prevention , 42 ( 2 ) : 676 – 688 .
   PubMed Web of Science ®Google Scholar
• Hadayeghi , A. , Shalaby , A. S. , Persaud , B. and Cheung , C. 2006 . Temporal transferability and updating of zonal level accident prediction models . Accident Analysis & Prevention , 38 ( 3 ) : 579 – 589 .
   PubMed Web of Science ®Google Scholar
• Jonsson , T. , Deng , Z. and Ivan , J. N. . Paper presented at 85th Annual Meeting of the Transportation Research Board . Washington, D.C. A procedure for allocating zonal attributes to a link network in a GIS environment , National Research Council, January 22–26 .
   Google Scholar
• Lang , S. and Brezger , A. 2000 . BayesX—Software for Bayesian inference based on Markov Chain Monte Carlo simulation techniques (Sonderforschungsbereich 386, Paper 187). Institut fur Statistik, Universitat Monchen, Germany
   Google Scholar
• Levine , N. , Kim , K. E. and Nitz , L. H. 1995 . Spatial analysis of Honolulu motor vehicle crashes: II. Zonal generators . Accident Analysis & Prevention , 27 ( 5 ) : 675 – 685 .
   PubMed Web of Science ®Google Scholar
• Lovegrove , G. R. and Sayed , T. . Presented at 6th Transportation Specialty Conference, Canadian Society of Civil Engineering, June 2–4 . Toronto, Ontario, Canada. Macro-level collision prediction models for evaluating neighbourhood traffic safety ,
   Google Scholar
• Miaou , S. , 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 .
   Google Scholar
• Oh , J. , Lyon , C. , Washington , S. P. , Persaud , B. and Bared , J. 2003 . Validation of FHWA crash models for rural intersection lessons learned . Transportation Research Record , 1840 : 41 – 49 .
   Google Scholar
• Washington , S. , Schalkwyk , I. V. , Meyer , M. , Dumbaugh , E. and Zoll , M. 2006 . Incorporating safety into long-range transportation planning (NCHRP Report 546) , Washington, DC : Transportation Research Board, National Cooperative Highway Research Program .
   Google Scholar