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Results from the analysis and input to the development and validation of the statistical models

Abstract : The aim of Deliverable 5.1 of the ITERATE project is to present results of analyses made of the data collected in the ITERATE WP4 driving simulator experiments. The ITERATE WP4 driving simulator experiments consisted of train and car driving experiments carried out on a portable car/train driving simulator platform and in full scale car and train driving simulators. The analyses conducted and presented in this deliverable consist of hypothesis testing, cluster analysis and development of a procedure for estimation of parameters of relationships in the WP6 UMD simulation model. Findings from the analyses show that country was found to be an important factor in both the car and train driving experiment. Significant effects of the factor workload were also established in many of the events analysed. The conclusion of comparisons between the data collected in the portable and full scale simulators is that the ITERATE portable driving simulator platform is a suitable tool to studying underlying factors controlling driver behaviour at least for the car diving. However, there were differences between the portable and full scale train simulators. These differences have to be considered in later stages of the project. The next step within the ITERATE project is to estimate relevant relationships in the WP6 UMD simulation model based on the findings of the analyses presented in this deliverable. The analyses presented will also be important as inspiration for other studies outside of the present project with the ITERATE driving simulator dataset as an important source of data.
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https://hal-uphf.archives-ouvertes.fr/hal-03648417
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Submitted on : Thursday, April 21, 2022 - 3:15:53 PM
Last modification on : Friday, April 22, 2022 - 3:35:30 AM

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  • HAL Id : hal-03648417, version 1

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Åsa Forsman, Anna Vadeby, Mohammad Reza Yahya, Andreas Tapani, Simon Enjalbert, et al.. Results from the analysis and input to the development and validation of the statistical models. [Research Report] LAMIH, Valenciennes. 2011, pp.91. ⟨hal-03648417⟩

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