{"title":"On the Modeling of Two Covid-19 Data Sets Using a Generalized Log-Exponential Transformed Distribution","authors":"Idika E. Okorie, Saralees Nadarajah","doi":"10.1007/s40009-024-01458-5","DOIUrl":null,"url":null,"abstract":"<p>Many papers are being published in many different journals on modeling of Covid-19 data. The vast majority of these papers contributes much to how to handle the epidemic. On the other hand, there have been papers misusing Covid-19 data, for example, simply for mathematical/statistical innovation. In this note, we discuss one such paper where modeling of two data sets of Covid-19 were considered. We show that the data sets can be modeled better by simpler distributions, including the one-parameter exponential distribution. The better fits were shown by the Kolmogorov-Smirnov statistic, its <i>p</i>-value, probability plots and other goodness-of-fit criteria.</p>","PeriodicalId":717,"journal":{"name":"National Academy Science Letters","volume":"34 1","pages":""},"PeriodicalIF":1.2000,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"National Academy Science Letters","FirstCategoryId":"4","ListUrlMain":"https://doi.org/10.1007/s40009-024-01458-5","RegionNum":4,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
Many papers are being published in many different journals on modeling of Covid-19 data. The vast majority of these papers contributes much to how to handle the epidemic. On the other hand, there have been papers misusing Covid-19 data, for example, simply for mathematical/statistical innovation. In this note, we discuss one such paper where modeling of two data sets of Covid-19 were considered. We show that the data sets can be modeled better by simpler distributions, including the one-parameter exponential distribution. The better fits were shown by the Kolmogorov-Smirnov statistic, its p-value, probability plots and other goodness-of-fit criteria.
期刊介绍:
The National Academy Science Letters is published by the National Academy of Sciences, India, since 1978. The publication of this unique journal was started with a view to give quick and wide publicity to the innovations in all fields of science