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Influential measures on log-normal model for left-truncated and case-k interval censored data with time-dependent covariate

In this study, we focus on assessing the performance of the local influential diagnostics on detecting observations that may have an influence on the set of parameters of the extended log-normal distribution which incorporates time-dependent covariates in the presence of left-truncation and case-k i...

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التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Manoharan, Thirunanthini, Arasan, Jayanthi, Midi, Habshah, Adam, Mohd Bakri
التنسيق: مقال
اللغة:English
منشور في: Taylor and Francis 2020
الوصول للمادة أونلاين:http://psasir.upm.edu.my/id/eprint/89392/1/LOG.pdf
http://psasir.upm.edu.my/id/eprint/89392/
https://www.tandfonline.com/doi/abs/10.1080/03610918.2018.1498885
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id my.upm.eprints.89392
record_format eprints
spelling my.upm.eprints.893922021-08-19T22:56:03Z http://psasir.upm.edu.my/id/eprint/89392/ Influential measures on log-normal model for left-truncated and case-k interval censored data with time-dependent covariate Manoharan, Thirunanthini Arasan, Jayanthi Midi, Habshah Adam, Mohd Bakri In this study, we focus on assessing the performance of the local influential diagnostics on detecting observations that may have an influence on the set of parameters of the extended log-normal distribution which incorporates time-dependent covariates in the presence of left-truncation and case-k interval censoring. A simulation study was conducted to evaluate the performance of the local influential diagnostics under the proposed perturbation schemes and compared with the global influential diagnostics. The most desirable influential diagnostics are expected to identify influential observations with higher probability when the level of contamination is high. Taylor and Francis 2020 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/89392/1/LOG.pdf Manoharan, Thirunanthini and Arasan, Jayanthi and Midi, Habshah and Adam, Mohd Bakri (2020) Influential measures on log-normal model for left-truncated and case-k interval censored data with time-dependent covariate. Communications in Statistics Part B: Simulation and Computation, 49 (6). 1445 - 1466. ISSN 0361-0918; ESSN: 1532-4141 https://www.tandfonline.com/doi/abs/10.1080/03610918.2018.1498885 10.1080/03610918.2018.1498885
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description In this study, we focus on assessing the performance of the local influential diagnostics on detecting observations that may have an influence on the set of parameters of the extended log-normal distribution which incorporates time-dependent covariates in the presence of left-truncation and case-k interval censoring. A simulation study was conducted to evaluate the performance of the local influential diagnostics under the proposed perturbation schemes and compared with the global influential diagnostics. The most desirable influential diagnostics are expected to identify influential observations with higher probability when the level of contamination is high.
format Article
author Manoharan, Thirunanthini
Arasan, Jayanthi
Midi, Habshah
Adam, Mohd Bakri
spellingShingle Manoharan, Thirunanthini
Arasan, Jayanthi
Midi, Habshah
Adam, Mohd Bakri
Influential measures on log-normal model for left-truncated and case-k interval censored data with time-dependent covariate
author_facet Manoharan, Thirunanthini
Arasan, Jayanthi
Midi, Habshah
Adam, Mohd Bakri
author_sort Manoharan, Thirunanthini
title Influential measures on log-normal model for left-truncated and case-k interval censored data with time-dependent covariate
title_short Influential measures on log-normal model for left-truncated and case-k interval censored data with time-dependent covariate
title_full Influential measures on log-normal model for left-truncated and case-k interval censored data with time-dependent covariate
title_fullStr Influential measures on log-normal model for left-truncated and case-k interval censored data with time-dependent covariate
title_full_unstemmed Influential measures on log-normal model for left-truncated and case-k interval censored data with time-dependent covariate
title_sort influential measures on log-normal model for left-truncated and case-k interval censored data with time-dependent covariate
publisher Taylor and Francis
publishDate 2020
url http://psasir.upm.edu.my/id/eprint/89392/1/LOG.pdf
http://psasir.upm.edu.my/id/eprint/89392/
https://www.tandfonline.com/doi/abs/10.1080/03610918.2018.1498885
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score 13.251813

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