Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource A new stepwise method for selection of input and output variables in data envelopment analysis Subject The topic of the resource Commercial banks; Data envelopment analysis; Dimensionality; Stepwise method; Welchs statistic Description An account of the resource Data envelopment analysis (DEA) is one of the widely accepted optimization technique uses to measure the relative efficiency of organizational units where multiple inputs and outputs are present. The significance of DEA results depends on the variables selected for DEA modelling. One of the main challenges in data envelopment analysis modelling is of identify the significant input and output variables for DEA modelling. In this study, we propose an enhanced stepwise method to identify the significant and insignificant input and output variable by reducing the iterations process in stepwise method. The statistical significance of the input and output variables evaluated using the statistical methods: Least significance difference (LSD), and Welchs statistics. The proposed method applied to the Indian banking sector and the results have shown that the proposed model significantly identified the significant and insignificant input and output variables with least loss of information. 2021 the author(s). Creator An entity primarily responsible for making the resource Subramanyam T.; Donthi R.; Satish Kumar V.; Amalanathan S.; Zalki M. Source A related resource from which the described resource is derived Journal of Mathematical and Computational Science, Vol-11, No. 1, pp. 703-715. Publisher An entity responsible for making the resource available SCIK Publishing Corporation Date A point or period of time associated with an event in the lifecycle of the resource 2021-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.28919/jmcs/5205" target="_blank" rel="noreferrer noopener">https://doi.org/10.28919/jmcs/5205</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85099542040&amp;doi=10.28919%2Fjmcs%2F5205&amp;partnerID=40&amp;md5=1efff3d4057f5ef1436b1534647d2502" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85099542040&amp;doi=10.28919%2fjmcs%2f5205&amp;partnerID=40&amp;md5=1efff3d4057f5ef1436b1534647d2502</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access Relation A related resource ISSN: 19275307 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Subramanyam T., Department of Mathematics &amp; Statistics, M.S. Ramaiah University of Applied Sciences, Bangalore, 560054, India; Donthi R., Department of Mathematics, St. MARTINS Engineering College, Telangana, 500100, India; Satish Kumar V., Department of Computer Science, East Point College of Higher Education, Bangalore, 560049, India; Amalanathan S., Department of Business and Management, Christ (Deemed to be University), Bangalore, 560029, India; Zalki M., Department of Mathematics, REVA University, Bangalore, 560064, India