The Dynamics of the Profit Margin in a Component Maintenance, Repair, and Overhaul (MRO) within the Aviation Industry: An Analytical Approach Using Gradient Boosting, Variable Clustering, and the Gini Index
Nur Şahver Uslu,
Ali Hakan Büyüklü
Abstract:This study focuses on the dynamics of the profit margin within the aviation MRO industry, using operational data from a small and medium-sized enterprise (SME) MRO company between 2013 and 2021. Especially in SME MROs, profit margin analysis provides an advantage in competing with the large companies that dominate the industry. Therefore, the operational data were prepared for analysis to identify the variables related to the profit margin. This study’s data cleaning and transformation processes can serve as a… Show more
Set email alert for when this publication receives citations?
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.