Social and Behavioral Sciences Commons^™

An Analysis Of Airline Quality Rating Components Using Bayesian Methods, John H. Mott, Branden K. Avery

International Journal of Aviation, Aeronautics, and Aerospace

The Airline Quality Rating, a unique metric that is of interval scale and is comparable across carriers and time periods, is a quantitative evaluation of the quality of U.S. domestic air carriers based on data that is collected and published by the U.S. Bureau of Transportation Statistics. One may gain insight into the relationship of the AQR metric to the carriers to which it is applied by grouping those carriers and examining the effects of the resulting groupings on the four individual factors that comprise the AQR. This study used Bayesian hierarchical modeling techniques to examine the differences between three …