A multivariate Poisson-lognormal regression model for prediction of crash counts by severity, using Bayesian methods.
暂无分享,去创建一个
[1] Simon Washington,et al. The significance of endogeneity problems in crash models: an examination of left-turn lanes in intersection crash models. , 2006, Accident; analysis and prevention.
[2] Steven Stern,et al. Semiparametric estimation of count regression models , 1999 .
[3] Kara M. Kockelman,et al. A MODEL FOR TIME- AND BUDGET-CONSTRAINED ACTIVITY DEMAND ANALYSIS , 2001 .
[4] Shaw-Pin Miaou,et al. Modeling Traffic Crash-Flow Relationships for Intersections: Dispersion Parameter, Functional Form, and Bayes Versus Empirical Bayes Methods , 2003 .
[5] J K Ord,et al. ASSESSING THE IMPACT OF SPEED-LIMIT INCREASES ON FATAL INTERSTATE CRASHES , 2001 .
[6] A. G. Arbous,et al. Accident statistics and the concept of accident-proneness , 1951 .
[7] P Johansson,et al. Speed limitation and motorway casualties: a time series count data regression approach. , 1996, Accident; analysis and prevention.
[8] R. B. Albin,et al. Evaluating Median Crossover Likelihoods with Clustered Accident Counts: An Empirical Inquiry Using the Random Effects Negative Binomial Model , 1998 .
[9] Reginald R. Souleyrette,et al. A METHODOLOGY FOR STUDYING CRASH DEPENDENCE ON DEMOGRAPHIC AND SOCIOECONOMIC DATA , 1998 .
[10] Dominique Lord,et al. Poisson, Poisson-gamma and zero-inflated regression models of motor vehicle crashes: balancing statistical fit and theory. , 2005, Accident; analysis and prevention.
[11] H C Chin,et al. Modeling Accident Occurrence at Signalized Tee Intersections with Special Emphasis on Excess Zeros , 2003, Traffic injury prevention.
[12] Bhagwant Persaud,et al. Accident Prediction Models With and Without Trend: Application of the Generalized Estimating Equations Procedure , 2000 .
[13] Jaymie R Meliker,et al. Spatial analysis of alcohol-related motor vehicle crash injuries in southeastern Michigan. , 2004, Accident; analysis and prevention.
[14] Ezra Hauer,et al. Observational Before-After Studies in Road Safety , 1997 .
[15] S. Chib,et al. Understanding the Metropolis-Hastings Algorithm , 1995 .
[16] Fred Mannering,et al. Impact of roadside features on the frequency and severity of run-off-roadway accidents: an empirical analysis. , 2002, Accident; analysis and prevention.
[17] S. Chib,et al. Posterior Simulation and Bayes Factors in Panel Count Data Models , 1998 .
[18] Paul Damien,et al. Some Bayesian Nonparametric Models , 2005 .
[19] A. Vogt. CRASH MODELS FOR RURAL INTERSECTIONS: FOUR-LANE BY TWO-LANE STOP-CONTROLLED AND TWO-LANE BY TWO-LANE SIGNALIZED , 1999 .
[20] Ying C MacNab,et al. A Bayesian hierarchical model for accident and injury surveillance. , 2003, Accident; analysis and prevention.
[21] S-P Miaou,et al. MEASURING THE GOODNESS-OF-FIT OF ACCIDENT PREDICTION MODELS , 1996 .
[22] Nalini Ravishanker,et al. Selecting exposure measures in crash rate prediction for two-lane highway segments. , 2004, Accident; analysis and prevention.
[23] J Pernia,et al. SAFETY ISSUES RELATED TO TWO-WAY LEFT-TURN LANES , 2004 .
[24] G. King,et al. A Seemingly Unrelated Poisson Regression Model , 1989 .
[25] J. Goldberg. Economic impact of motor vehicle crashes. , 2002, Annals of Emergency Medicine.
[26] J. Bared,et al. Accident Models for Two-Lane Rural Segments and Intersections , 1998 .
[27] S. J. Press,et al. Applied multivariate analysis : using Bayesian and frequentist methods of inference , 1984 .
[28] Hoong Chor Chin,et al. Applying the random effect negative binomial model to examine traffic accident occurrence at signalized intersections. , 2003, Accident; analysis and prevention.
[29] Jutaek Oh,et al. Bayesian methodology incorporating expert judgment for ranking countermeasure effectiveness under uncertainty: example applied to at grade railroad crossings in Korea. , 2006, Accident; analysis and prevention.
[30] J. Wooldridge. Distribution-free estimation of some nonlinear panel data models , 1999 .
[31] Kara M. Kockelman,et al. Bayesian Multivariate Poisson-Lognormal Regression for Crash Prediction on Rural Two-Lane Highways , 2007 .
[32] M G Karlaftis,et al. Heterogeneity considerations in accident modeling. , 1998, Accident; analysis and prevention.
[33] Kara M. Kockelman,et al. Safety Effects of Speed Limit Changes: Use of Panel Models, Including Speed, Use, and Design Variables , 2005 .
[34] Marco Alfò,et al. Semiparametric Mixture Models for Multivariate Count Data, with Application , 2004 .
[35] D. Schrank,et al. THE 2004 URBAN MOBILITY REPORT , 2002 .
[36] Ahmed E. Radwan,et al. Modeling traffic accident occurrence and involvement. , 2000, Accident; analysis and prevention.
[37] Aemal J. Khattak,et al. Crash Analysis of Expressway Intersections in Nebraska , 2006 .
[38] E Hauer,et al. On the estimation of the expected number of accidents. , 1986, Accident; analysis and prevention.
[39] M. Quddus,et al. A spatially disaggregate analysis of road casualties in England. , 2004, Accident; analysis and prevention.
[40] Asad J. Khattak,et al. Effects of Truck Driver Wages and Working Conditions on Highway Safety: Case Study , 2003 .
[41] D. Karlis. An EM algorithm for multivariate Poisson distribution and related models , 2003 .
[42] J. Stewart,et al. Safety effects of marked vs unmarked crosswalks at uncontrolled locations: executive summary and recommended guidelines , 2002 .
[43] H Lum,et al. Modeling vehicle accidents and highway geometric design relationships. , 1993, Accident; analysis and prevention.
[44] F Mannering,et al. Modeling accident frequencies as zero-altered probability processes: an empirical inquiry. , 1997, Accident; analysis and prevention.
[45] Jye-Chyi Lu,et al. Multivariate zero-inflated Poisson models and their applications , 1999 .
[46] S. Miaou. The relationship between truck accidents and geometric design of road sections: Poisson versus negative binomial regressions. , 1994, Accident; analysis and prevention.
[47] R Kulmala,et al. Measuring the contribution of randomness, exposure, weather, and daylight to the variation in road accident counts. , 1995, Accident; analysis and prevention.
[48] T. Tideman,et al. Does the Right to Carry Concealed Handguns Deter Countable Crimes? Only a Count Analysis Can Say* , 2001, The Journal of Law and Economics.
[49] John N. Ivan,et al. Hierarchical Bayesian Estimation of Safety Performance Functions for Two-Lane Highways Using Markov Chain Monte Carlo Modeling , 2005 .
[50] K. Kockelman,et al. Bayesian Multivariate Poisson Regression for Models of Injury Count, by Severity , 2006 .
[51] Venkataraman N. Shankar,et al. Modeling crashes involving pedestrians and motorized traffic , 2003 .
[52] F D Bijleveld,et al. The covariance between the number of accidents and the number of victims in multivariate analysis of accident related outcomes. , 2005, Accident; analysis and prevention.
[53] Laura O. Taylor,et al. What Determines the Value of Life: A Meta‐Analysis , 2002 .
[54] N J Garber,et al. STOCHASTIC MODELS RELATING CRASH PROBABILITIES WITH GEOMETRIC AND CORRESPONDING TRAFFIC CHARACTERISTICS DATA , 2001 .
[55] B. Mallick,et al. Bayesian multivariate spatial models for roadway traffic crash mapping , 2006 .
[56] David B. Dunson,et al. Bayesian Data Analysis , 2010 .
[57] Michael D. Pawlovich,et al. Iowa's Experience with Road Diet Measures: Use of Bayesian Approach to Assess Impacts on Crash Frequencies and Crash Rates , 2006 .
[58] Jianming Ma,et al. Crash frequency and severity modeling using clustered data from Washington State , 2006, 2006 IEEE Intelligent Transportation Systems Conference.
[59] Shaw-Pin Miaou,et al. Bayesian ranking of sites for engineering safety improvements: decision parameter, treatability concept, statistical criterion, and spatial dependence. , 2005, Accident; analysis and prevention.
[60] Bani K. Mallick,et al. ROADWAY TRAFFIC CRASH MAPPING: A SPACE-TIME MODELING APPROACH , 2003 .
[61] S. Miaou. ESTIMATING ROADSIDE ENCROACHMENT RATES WITH THE COMBINED STRENGTHS OF ACCIDENT- AND ENCROACHMENT-BASED APPROACHES , 2001 .
[62] Ted R. Miller,et al. THE ECONOMIC IMPACT OF MOTOR VEHICLE CRASHES, 2000 , 2002 .
[63] Jutaek Oh,et al. Forecasting Crashes at the Planning Level: Simultaneous Negative Binomial Crash Model Applied in Tucson, Arizona , 2004 .
[64] Efthymios G. Tsionas,et al. BAYESIAN MULTIVARIATE POISSON REGRESSION , 2001 .
[65] Gudmundur F. Ulfarsson,et al. Accident Count Model Based on Multiyear Cross-Sectional Roadway Data with Serial Correlation , 2003 .
[66] E Hauer,et al. Overdispersion in modelling accidents on road sections and in empirical bayes estimation. , 2001, Accident; analysis and prevention.
[67] Ajay K. Rathi,et al. DEVELOPMENT OF RELATIONSHIP BETWEEN TRUCK ACCIDENTS AND GEOMETRIC DESIGN: PHASE I. FINAL REPORT , 1993 .
[68] Rainer Winkelmann,et al. Seemingly Unrelated Negative Binomial Regression , 2000 .