Development and Exploration of Safety Performance Functions Using Multiple Modeling Techniques : Trumpet Ramps |
Yang, Samgyu
(Dept. of Smart City Eng., Univ. of Hanyang)
Park, Juneyoung (Dept. of Transportation&Logistics Eng., Univ. of Hanyang/Dept. of Smart City Eng., Univ. of Hanyang) Kwon, Kyeongjoo (Korea Expressway Corporation Gwangju Jeonnam Regional) Lee, Hyunsuk (Korea Expressway Corporation Research Institute) |
1 | Alarifi S. A., Abdel-Aty M. A., Lee J. and Park J.(2017), "Crash modeling for intersections and segments along corridors: A Bayesian multilevel joint model with random parameters," Analytic Methods in Accident Research, vol. 16, pp.48-59. DOI |
2 | Kang C. M., Chung Y. S. and Chang Y. J.(2019), "Injury Severity Analysis of Truck-involved Crashes on Korean Freeway Systems using an Ordered Probit Model," J. Korean Soc. Civ. Eng., vol. 39, no. 3, pp.391-398. DOI |
3 | Kang J. G. and Lee S. G.(2002), "Traffic Accident Prediction Model by Freeway Geometric Types," J. Korean Soc. Transp., vol. 20, no. 4, pp.163-175. |
4 | Choi S. R. N., Kim M. J., Oh C. and Lee K. Y.(2013), "Effects of Weather and Traffic Conditions on Truck Accident Severity on Freeways," J. Korean Soc. Civ. Eng., vol. 33, no. 3, pp.1105-1113. DOI |
5 | Lemp J. D., Kockelman K. M. and Unnikrishnan A.(2011), "Analysis of Large Truck Crash Severity Using Heteroskedastic Ordered Probit Models," Accid. Anal. Prev., vol. 43, no. 1, pp.370-380. DOI |
6 | Kim S. Y., Choi J. S., Lee S. B., Kim S. M., Cho W. B. and Kim Y. S.(2011), "Freeway Crash Frequency Model Development Based on the Classification of Geometric Alignment Type," Int. J. Highw. Eng., vol. 13, no. 1, pp.97-105. DOI |
7 | Kulmala R.(1995), Safety at Rural Three-and Four-arm Junctions: Development and Application of Accident Prediction Models, Espoo: Technical Research Center at Espoo, VTT Publications. |
8 | Lee S. H., Park M. H. and Woo Y. H.(2015), "A study on developing crash prediction model for urban intersections considering random effects," The Journal of The Korea Institute of Intelligent Transport Systems, vol. 14, no. 1, pp.85-93. DOI |
9 | Rigby R. A. and Stasinopoulos D. M.(2005), "Generalized additive models for location, scale and shape," Journal of the Royal Statistical Society: Series C (Applied Statistics), vol. 54, no. 3, pp.507-554. DOI |
10 | Park J., Abdel-Aty M. and Lee C.(2014), "Exploration and comparison of crash modification factors for multiple treatments on rural multilane roadways," Accident Analysis & Prevention, vol. 70, pp.167-177. DOI |
11 | Chin H. C. and Quddus M. A.(2003), "Applying the Random Effect Negative Binomial Model to Examine Traffic Accident Occurrence at Signalized Intersections," Accident Analysis & Prevention, vol. 35, no. 2, pp.253-259. doi: 10.1016/S0001-4575(02)00003-9 DOI |
12 | Srinivasan R., Carter D. and Bauer K. M.(2013), Safety performance function decision guide: SPF calibration vs SPF development (No. FHWA-SA-14-004), United States, Federal Highway Administration, Office of Safety. |
13 | Yoon B. J.(2007), "Development of Traffic Accident Forecasting Models for Trumpet IC Ramp Types of Freeway," J. Korean Soc. Civ. Eng., vol. 27, no. 1D, pp.81-87. |
14 | Ministry of Land, Infrastructure and Transport(2013), Rules concerning road structure and facilities. (in Korean) |
15 | American Association of State Highways and Transportation Officials(AASHTO)(2010), The Highway Safety Manual. |
16 | Anastasopoulos P. C., Mannering F. L., Shankar V. N. and Haddock J. E.(2012), "A study of factors affecting highway accident rates using the random-parameters tobit model," Accident Analysis & Prevention, vol. 45, pp.628-633. DOI |
17 | Choi Y. H., Oh Y. T., Choi K. C., Lee C. K. and Yun I. S.(2012), "Traffic Crash Prediction Models for Expressway Ramps," Int. J. Highw. Eng., vol. 14, no. 5, pp.133-143. DOI |
18 | Dean C., Lawless J. F. and Willmot G. E.(1989), "A mixed poisson-inverse-gaussian regression model," Canadian Journal of Statistics, vol. 17, no. 2, pp.171-181. DOI |
19 | Hauer E.(1997), Observational Before-After Studies in Road Safety: Estimating the Effect of Highway and Traffic Engineering Measures on Road Safety, Oxford, UK: Pergamon Press, Elsevier Science Ltd. |
20 | Yu R., Abdel-Aty M. and Ahmed M.(2013), "Bayesian random effect models incorporating real-time weather and traffic data to investigate mountainous freeway hazardous factors," Accident Analysis & Prevention, vol. 50, pp.371-376. DOI |
21 | Zha L., Lord D. and Zou Y.(2016), "The Poisson inverse Gaussian(PIG) generalized linear regression model for analyzing motor vehicle crash data," Journal of Transportation Safety & Security, vol. 8, no. 1, pp.18-35. DOI |