Kernel Estimation of The Dynamic Cumulative Past Inaccuracy Measure for Right Censored Dependent Data: Accepted - December 2022
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | https://revstat.ine.pt/index.php/REVSTAT/article/view/541 |
Resumo: | This paper proposes a nonparametric estimator for the lifetime distribution’s dynamic cumulative past inaccuracy measure based on censored dependent data. The asymptotic properties of the estimator are discussed under suitable regularity conditions. We use Monte-Carlo simulations to compare the estimator’s performance to that of an empirical estimator using mean squared errors to test the estimator’s properties numerically. The methods are demonstrated using two different real data sets. |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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7160 |
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Kernel Estimation of The Dynamic Cumulative Past Inaccuracy Measure for Right Censored Dependent Data: Accepted - December 2022dynamic cumulative past inaccuracy measurealpha-mixingmean squared error (MSE)mean integrated squared error (MISE)This paper proposes a nonparametric estimator for the lifetime distribution’s dynamic cumulative past inaccuracy measure based on censored dependent data. The asymptotic properties of the estimator are discussed under suitable regularity conditions. We use Monte-Carlo simulations to compare the estimator’s performance to that of an empirical estimator using mean squared errors to test the estimator’s properties numerically. The methods are demonstrated using two different real data sets.Statistics Portugal2022-12-13info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://revstat.ine.pt/index.php/REVSTAT/article/view/541oai:revstat:article/541REVSTAT-Statistical Journal; new articleREVSTAT; new article2183-03711645-6726reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAPenghttps://revstat.ine.pt/index.php/REVSTAT/article/view/541https://revstat.ine.pt/index.php/REVSTAT/article/view/541/588Copyright (c) 2022 REVSTAT-Statistical Journalinfo:eu-repo/semantics/openAccessK. V., ViswakalaAbdul Sathar , E. I.2022-12-17T06:30:13Zoai:revstat:article/541Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:15:47.930340Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Kernel Estimation of The Dynamic Cumulative Past Inaccuracy Measure for Right Censored Dependent Data: Accepted - December 2022 |
title |
Kernel Estimation of The Dynamic Cumulative Past Inaccuracy Measure for Right Censored Dependent Data: Accepted - December 2022 |
spellingShingle |
Kernel Estimation of The Dynamic Cumulative Past Inaccuracy Measure for Right Censored Dependent Data: Accepted - December 2022 K. V., Viswakala dynamic cumulative past inaccuracy measure alpha-mixing mean squared error (MSE) mean integrated squared error (MISE) |
title_short |
Kernel Estimation of The Dynamic Cumulative Past Inaccuracy Measure for Right Censored Dependent Data: Accepted - December 2022 |
title_full |
Kernel Estimation of The Dynamic Cumulative Past Inaccuracy Measure for Right Censored Dependent Data: Accepted - December 2022 |
title_fullStr |
Kernel Estimation of The Dynamic Cumulative Past Inaccuracy Measure for Right Censored Dependent Data: Accepted - December 2022 |
title_full_unstemmed |
Kernel Estimation of The Dynamic Cumulative Past Inaccuracy Measure for Right Censored Dependent Data: Accepted - December 2022 |
title_sort |
Kernel Estimation of The Dynamic Cumulative Past Inaccuracy Measure for Right Censored Dependent Data: Accepted - December 2022 |
author |
K. V., Viswakala |
author_facet |
K. V., Viswakala Abdul Sathar , E. I. |
author_role |
author |
author2 |
Abdul Sathar , E. I. |
author2_role |
author |
dc.contributor.author.fl_str_mv |
K. V., Viswakala Abdul Sathar , E. I. |
dc.subject.por.fl_str_mv |
dynamic cumulative past inaccuracy measure alpha-mixing mean squared error (MSE) mean integrated squared error (MISE) |
topic |
dynamic cumulative past inaccuracy measure alpha-mixing mean squared error (MSE) mean integrated squared error (MISE) |
description |
This paper proposes a nonparametric estimator for the lifetime distribution’s dynamic cumulative past inaccuracy measure based on censored dependent data. The asymptotic properties of the estimator are discussed under suitable regularity conditions. We use Monte-Carlo simulations to compare the estimator’s performance to that of an empirical estimator using mean squared errors to test the estimator’s properties numerically. The methods are demonstrated using two different real data sets. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-12-13 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://revstat.ine.pt/index.php/REVSTAT/article/view/541 oai:revstat:article/541 |
url |
https://revstat.ine.pt/index.php/REVSTAT/article/view/541 |
identifier_str_mv |
oai:revstat:article/541 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
https://revstat.ine.pt/index.php/REVSTAT/article/view/541 https://revstat.ine.pt/index.php/REVSTAT/article/view/541/588 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2022 REVSTAT-Statistical Journal info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2022 REVSTAT-Statistical Journal |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Statistics Portugal |
publisher.none.fl_str_mv |
Statistics Portugal |
dc.source.none.fl_str_mv |
REVSTAT-Statistical Journal; new article REVSTAT; new article 2183-0371 1645-6726 reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
|
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1799130613056274432 |