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Monday, July 20, 2020 | History

1 edition of Forecasting aircraft mishaps using monthly maintenance reports found in the catalog.

Forecasting aircraft mishaps using monthly maintenance reports

John S. Van Houten

Forecasting aircraft mishaps using monthly maintenance reports

by John S. Van Houten

  • 350 Want to read
  • 21 Currently reading

Published by Naval Postgraduate School, Available from National Technical Information Service in Monterey, Calif, Springfield, Va .
Written in English


About the Edition

Naval Aviation aircraft mishaps continue to be of great concern due to the high cost of loss of life and aircraft. The goal of this thesis is to develop a predictive statistical model that accurately forecasts Marine Corps AV-8B Harrier aircraft mishaps based on existing monthly maintenance reports. Monthly maintenance reports provide numerous independent variables based on personnel levels and maintenance hours that could possibly be used to forecast aircraft mishaps. These variables were graphically analyzed to determine any relationships that could be exploited in developing the model. Higher order relationships were investigated by the method of principal components and logistic regression. After a thorough analysis, there appears to be no combination of variables in this particular data that could be used to forecast aircraft mishaps. The overall result of the thesis is that there is no relationship between monthly maintenance reports and aircraft mishaps that can be exploited to develop a predictive statistical model.

Edition Notes

Statement John S. Van Houten
The Physical Object
Pagination67 p. ;
Number of Pages67
ID Numbers
Open LibraryOL25527869M

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Forecasting aircraft mishaps using monthly maintenance reports by John S. Van Houten Download PDF EPUB FB2

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Pages in category "Airliner accidents and incidents caused by maintenance errors" The following 28 pages are in this category, out of 28 total.

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