Literature DB >> 27566957

Evaluating and addressing the effects of regression to the mean phenomenon in estimating collision frequencies on urban high collision concentration locations.

Jinwoo Lee1, Koohong Chung2, Seungmo Kang3.   

Abstract

Two different methods for addressing the regression to the mean phenomenon (RTM) were evaluated using empirical data: Data from 110 miles of freeway located in California were used to evaluate the performance of the EB and CRP methods in addressing RTM. CRP outperformed the EB method in estimating collision frequencies in selected high collision concentration locations (HCCLs). Findings indicate that the performance of the EB method can be markedly affected when SPF is biased, while the performance of CRP remains much less affected. The CRP method was more effective in addressing RTM. Published by Elsevier Ltd.

Entities:  

Keywords:  Continuous risk profile; Empirical bayes method; Random noise; Safety performance function; The regression to the mean

Mesh:

Year:  2016        PMID: 27566957     DOI: 10.1016/j.aap.2016.08.019

Source DB:  PubMed          Journal:  Accid Anal Prev        ISSN: 0001-4575


  2 in total

1.  Best (but oft-forgotten) practices: identifying and accounting for regression to the mean in nutrition and obesity research.

Authors:  Diana M Thomas; Nicholas Clark; Dusty Turner; Cynthia Siu; Tanya M Halliday; Bridget A Hannon; Chanaka N Kahathuduwa; Cynthia M Kroeger; Roger Zoh; David B Allison
Journal:  Am J Clin Nutr       Date:  2020-02-01       Impact factor: 7.045

2.  Application of naïve Bayesian approach in detecting reproducible fatal collision locations on freeway.

Authors:  Eui-Jin Kim; Oh Hoon Kwon; Shin Hyoung Park; Dong-Kyu Kim; Koohong Chung
Journal:  PLoS One       Date:  2021-05-18       Impact factor: 3.240

  2 in total

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