Consequences and Recurrence of Dangerous Occurrences in Air Transport in 1919-2018

Safety & Defense Pub Date : 2021-10-30 DOI:10.37105/SD.103
J. Kozuba, Stanisław Sirko, Jan Pil’a
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引用次数: 1

Abstract

The paper presents statistical research results regarding the occurrence of which dangerous aviation events in 1919-2018. The source of the information about the events was the AviationSafetyNetwork website. With the use of Excel 2016 and Statistica v. 12 computer programs, five-time intervals were identified in which hazardous aviation incidents took place.Characterizing the distribution of these events in all periods, due to the technological advancement and capabilities of airplanes, the distribution of dangerous events in the last three periods was compared. The following tests were used to verify the statistical hypotheses: , Shapiro-Wilk, Brown-Forsythe, Kruskal-Wallis. When choosing the appropriate test, the following factors were taken into account: the type of measurement scale, the dependence/independence of samples, and their number. The standard significance level was assumed to be α = 0.05. The consequences and repeatability of aviation events in the identified time intervals were analyzed. The research questions that were posed were the following: in which seasons of the year, months, days of the month, and days of the week did the most dangerous events deaths occur? How often did dangerous events take place? Was the distribution of events similar in the identified periods? The results of the conducted research allowed to identify five periods in which hazardous events took place and demonstrate that in particular periods the distribution of hazardous air events in subsequent seasons, months, and days of the week was not the same.
1919-2018年航空运输危险事件的后果与复发
本文介绍了1919-2018年发生的哪些危险航空事件的统计研究结果。有关这些事件的信息来源是航空安全网络网站。使用Excel 2016和Statistica v. 12计算机程序,确定了危险航空事件发生的五个时间间隔。表征这些事件在各个时期的分布,由于技术的进步和飞机的能力,比较了最后三个时期的危险事件的分布。以下测试用于验证统计假设:,Shapiro-Wilk, Brown-Forsythe, Kruskal-Wallis。在选择合适的检验时,要考虑以下因素:测量量表的类型、样本的依赖性/独立性以及样本的数量。假设标准显著性水平为α = 0.05。分析了在确定的时间间隔内航空事件的后果和可重复性。提出的研究问题如下:一年中的哪些季节、月份、月份中的哪一天和一周中的哪几天发生了最危险的死亡事件?危险事件多久发生一次?在确定的时期内,事件的分布是否相似?所进行的研究结果可以确定发生有害事件的五个时期,并证明在特定时期,有害空气事件在随后的季节、月份和一周中的几天的分布是不一样的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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