• Title/Summary/Keyword: poission and negative binomial regression model

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Comparative Analysis on the Characteristics and Models of Traffic Accidents by Day and Nighttime in the Case of Cheongju 4-legged ignalized Intersections (주·야간 교통사고의 특성 및 사고모형 비교분석 -청주시 4지 신호교차로를 중심으로 -)

  • Yoo, Doo Seon;Oh, Sang Jin;Kim, Tae Young;Park, Byung Ho
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.28 no.2D
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    • pp.181-189
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    • 2008
  • The purpose of this study is to comparatively analyze the characteristics and models of traffic accidents by day and nighttime. In pursuing the above, this study gives particular attentions to testing the differences and developing the models (multiple linear and non-linear and Poisson and negative binomial regression) using the data of Cheongju 4-legged signalized intersections. The main results analyzed are as follows. First, the differences between day and nighttime accidents were defined. Second, 12 accident models which are all statistically significant were developed. Finally, the differences between day and nighttime models were comparatively analyzed using the common and specific variables.