A Novel Accelerated Failure Time Model: Characterizations, Validation Testing, Different Estimation Methods and Applications in Engineering and Medicine Article Swipe
Haitham M. Yousof
,
Hafida Goual
,
Meribout Kaouter Khaoula
,
G. G. Hamedani
,
Abdullah H. Al-Aefaie
,
Mohamed Ibrahim
,
Nadeem Shafique Butt
,
Moustafa Salem
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.18187/pjsor.v19i4.3554
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.18187/pjsor.v19i4.3554
In this paper, we present a new exponential accelerated failure time model. Some of its properties and characterization results are derived. Different estimation methods are considered for assessing the finite sample behaviour of the estimators. Simulation studies for comparing the estimation methods are performed. Finally, we present a novel modified chi-square test for the novel exponential accelerated failure time model in both complete and right censored data cases. The validity of the new model is checked by using the theoretical global of the Nikulin-Rao-Robson. The maximum likelihood method is considered for this purpose. Two simulation studies are performed to assess the exponential accelerated failure time model and the efficiency of the Nikulin-Rao-Robson test statistic, respectively. Three real data sets are considered for illustrating the efficiency of the test statistic in validation.
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- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.18187/pjsor.v19i4.3554
- https://pjsor.com/pjsor/article/download/3554/1286
- OA Status
- diamond
- Cited By
- 6
- References
- 33
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4389380240
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- OpenAlex ID
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https://openalex.org/W4389380240Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.18187/pjsor.v19i4.3554Digital Object Identifier
- Title
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A Novel Accelerated Failure Time Model: Characterizations, Validation Testing, Different Estimation Methods and Applications in Engineering and MedicineWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
-
2023Year of publication
- Publication date
-
2023-12-06Full publication date if available
- Authors
-
Haitham M. Yousof, Hafida Goual, Meribout Kaouter Khaoula, G. G. Hamedani, Abdullah H. Al-Aefaie, Mohamed Ibrahim, Nadeem Shafique Butt, Moustafa SalemList of authors in order
- Landing page
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https://doi.org/10.18187/pjsor.v19i4.3554Publisher landing page
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https://pjsor.com/pjsor/article/download/3554/1286Direct link to full text PDF
- Open access
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YesWhether a free full text is available
- OA status
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diamondOpen access status per OpenAlex
- OA URL
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https://pjsor.com/pjsor/article/download/3554/1286Direct OA link when available
- Concepts
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Estimator, Mathematics, Statistic, Test statistic, Statistics, Exponential function, Applied mathematics, Statistical hypothesis testing, Algorithm, Mathematical analysisTop concepts (fields/topics) attached by OpenAlex
- Cited by
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6Total citation count in OpenAlex
- Citations by year (recent)
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2025: 1, 2024: 5Per-year citation counts (last 5 years)
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33Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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