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 Faculty Publications Book Chapter Faculty Publications- Book Chapter 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/. Creator An entity primarily responsible for making the resource Madhav, Amritha K.; Tomy, Lishamol; Shenoi, Jeevanand Edavazhikkal Sarvothama Title A name given to the resource Characterization of Negative Exponential Distribution Based on Patil-Seshadri Condition Date A point or period of time associated with an event in the lifecycle of the resource 01-01-2026 Source A related resource from which the described resource is derived Sustainable Innovations in Statistics and Data Science;pp.63-108 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.4018/979-8-3373-1454-9.ch003" target="_blank" rel="noreferrer noopener">https://doi.org/10.4018/979-8-3373-1454-9.ch003</a> <br /><br /><a href="https://www.scopus.com/pages/publications/105032751957?origin=resultslist" target="_blank" rel="noreferrer noopener">https://www.scopus.com/pages/publications/105032751957?origin=resultslist</a> Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Madhav A.K., Nirmala College, Muvattupuzha, India; Tomy L., Deva Matha College, Kuravilangad, India; Shenoi J.E.S., Department of Statistics and Data Science, Christ University, Bangalore, India Description An account of the resource In this paper, the different characterizations of the negative exponential distribution in the context of the Patil-Seshadri (P-S) condition are analyzed. To support this conclusion, we next show in the case of several continuous probability distributions including the generalized logistic, Laplace, lognormal and more, that under certain conditions they can be seen as a damaged rendition of the negative exponential distribution. The results offer new insights into the ways to continue previous research on how damaged data may appear to follow simpler exponential forms. The paper also presents the theoretical judgments of these characterizations and practical uses in biological frameworks, fund and signal handling where exponential developments and decays are usual scenes. Our research aims to have the following implications to these fields; it provides a fresh view to exponential model. 2026 by IGI Global Scientific Publishing. All rights reserved. Publisher An entity responsible for making the resource available IGI Global Relation A related resource ISBN: 979-833731456-3; 979-833731454-9; Language A language of the resource English Type The nature or genre of the resource Book chapter Rights Information about rights held in and over the resource Restricted Access; Hardcopy may be available in the library Format The file format, physical medium, or dimensions of the resource online