Kernel Estimation of The Dynamic Cumulative Past Inaccuracy Measure for Right Censored Dependent Data: Accepted - December 2022

Detalhes bibliográficos
Autor(a) principal: K. V., Viswakala
Data de Publicação: 2022
Outros Autores: Abdul Sathar , E. I.
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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spelling 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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