R/S analysis of reaction time in Neuron Type Test for human activity in civil aviation

Hong-Yan Zhang, Ming-Cui Kang, Jing-Qiang Li and Hai-Tao Liu

Physica A: Statistical Mechanics and its Applications, 2017, vol. 469, issue C, 859-870

Abstract: Human factors become the most serious problem leading to accidents of civil aviation, which stimulates the design and analysis of Neuron Type Test (NTT) system to explore the intrinsic properties and patterns behind the behaviors of professionals and students in civil aviation. In the experiment, normal practitioners’ reaction time sequences, collected from NTT, exhibit log-normal distribution approximately. We apply the χ2 test to compute the goodness-of-fit by transforming the time sequence with Box–Cox transformation to cluster practitioners. The long-term correlation of different individual practitioner’s time sequence is represented by the Hurst exponent via Rescaled Range Analysis, also named by Range/Standard deviation (R/S) Analysis. The different Hurst exponent suggests the existence of different collective behavior and different intrinsic patterns of human factors in civil aviation.

Keywords: Hurst exponent; R/S analysis; Clustering; Box–Cox transformation; Log-normal distribution; Neuron Type Test (NTT) (search for similar items in EconPapers)
Date: 2017
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Persistent link: https://EconPapers.repec.org/RePEc:eee:phsmap:v:469:y:2017:i:c:p:859-870

DOI: 10.1016/j.physa.2016.11.054

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