Variable Selection and Modeling of Drivers’ Decision in Overtaking Behavior Based on Logistic Regression Model With Gazing Information

Variable Selection and Modeling of Drivers’ Decision in Overtaking Behavior Based on Logistic Regression Model With Gazing Information

This paper investigates the decision-making characteristics of the driver in the overtaking on the highway road. For the research purpose, a novel method was proposed by introducing a logistic regression model accompanied by the statistical test technique, which does not require prior knowledge abou...

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Bibliographic Details
Main Authors: Jude C. Nwadiuto, Soichi Yoshino, Hiroyuki Okuda, Tatsuya Suzuki
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Overtaking behavior
decision-making
logistic regression
model selection
statistical test
gazing behavior
Online Access:https://ieeexplore.ieee.org/document/9534758/

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