| dc.creator | Ortega E.M.M. | |
| dc.creator | Lemonte A.J. | |
| dc.creator | Cordeiro G.M. | |
| dc.creator | Cancho V.G. | |
| dc.creator | Mialhe F.L. | |
| dc.date | 2017 | |
| dc.date | 2017-08-17T19:09:30Z | |
| dc.date | 2017-08-17T19:09:30Z | |
| dc.date.accessioned | 2018-03-29T05:14:36Z | |
| dc.date.available | 2018-03-29T05:14:36Z | |
| dc.identifier | Journal Of Applied Statistics. Taylor And Francis Ltd., p. 1 - 25, 2017. | |
| dc.identifier | 0266-4763 | |
| dc.identifier | 10.1080/02664763.2016.1277192 | |
| dc.identifier | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85008676991&doi=10.1080%2f02664763.2016.1277192&partnerID=40&md5=ff595acbed20188c502eaca3a814b9a4 | |
| dc.identifier | http://repositorio.unicamp.br/jspui/handle/REPOSIP/322858 | |
| dc.identifier | 2-s2.0-85008676991 | |
| dc.identifier.uri | http://repositorioslatinoamericanos.uchile.cl/handle/2250/1357021 | |
| dc.description | We introduce a new class of heteroscedastic log-exponentiated Weibull (LEW) regression models. The class of regression models can be applied to censored data and be used more effectively in survival analysis. Maximum likelihood estimation of the model parameters with censored data as well as influence diagnostics for the new regression model is investigated. For different parameter settings, sample sizes and censoring percentages, various simulation studies are performed and compared to the performance of the heteroscedastic LEW regression model. The normal curvatures for studying local influence are derived under various perturbation schemes. An empirical application to a real data set is provided to illustrate the usefulness of the new class of heteroscedastic regression models. © 2017 Informa UK Limited, trading as Taylor & Francis Group | |
| dc.description | 1 | |
| dc.description | 25 | |
| dc.language | English | |
| dc.publisher | Taylor and Francis Ltd. | |
| dc.relation | Journal of Applied Statistics | |
| dc.rights | fechado | |
| dc.source | Scopus | |
| dc.subject | Exponentiated Weibull Distribution | |
| dc.subject | Lifetime Data | |
| dc.subject | Location - Scale Regression Model | |
| dc.subject | Log - Weibull Regression Model | |
| dc.title | Heteroscedastic Log-exponentiated Weibull Regression Model | |
| dc.type | Artículos de revistas | |
