Analysis of the Influence of Factors on Flight Delays in the United States Using the Construction of a Mathematical Model and Regression Analysis : доклад, тезисы доклада
доклад, тезисы доклада, статья из сборника материалов конференций
Библиографическое описание:Analysis of the Influence of Factors on Flight Delays in the United States Using the Construction of a Mathematical Model and Regression Analysis : доклад, тезисы доклада / T. T. Kireev [et al.]. - [S. l. : s. n.], 2022. - Текст : непосредственный // 2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS) / 2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS) (2022 ; 01.06 - 04.06 ; Toronto) : Institute of Electrical and Electronics Engineers, 2022. - P. 9795721. - ISBN 9781665486859, DOI 10.1109/IEMTRONICS55184.2022.9795721.
Аннотация:The paper complied and structured data to construct a correlation model. The reasons for flight delays and cancellations between 2009 from 2019 are examined, based on the statistical electronic source "Bureau of Transportation Statistics". The normalized data are calculated from the primary data. Based on the data collected, a primary histogram was constructed (outliers were not checked). In addition, significant and weak influencing factors have been identified for the constructing of a correlation table, this table helps to identify an additional factor influencing a flight delay or cancellation. Based on the data from the table, a new histogram was built and a correlation table was constructed, allowing regression analysis to be started. At the beginning of the regression analysis, regression statistics are used and an analysis of variance is performed, then the regression analysis is performed directly and the results of the regression are summed up. Based on the summed-up results, a histogram was built, which takes into account all the statistics and calculations, showing the predicted number of delays or cancellations of flights and their actual number.
Издательство:Institute of Electrical and Electronics Engineers
Номера страниц:9795721
Держатель оригинала документа:Bauman Moscow State Technical University, Reshetnev Siberian State University of Science and Technology, Siberian Federal University
Мероприятие:2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS) (Toronto, 2022 ; 01.06 - 04.06)
Количество экземпляров:
Твёрдая копия издания отсутствует в фонде библиотеки
