Step-stress model using logistic regression model and its application in medicine
A linear logistic model is proposed for estimating the probability of survival to a specified stage using a step-stress model. Parameter estimates may be obtained numerically for the general case of the k-step model, and explicit solutions are given in the case of the two-step stress model. Of speci...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Pushpa Publishing House
2010
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| Online Access: | http://irep.iium.edu.my/3973/ http://irep.iium.edu.my/3973/1/Step-stress_Model_using_Logistic.pdf |
| _version_ | 1848776247249731584 |
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| author | Jamal Ibrahim, Daoud Khamis, Imad |
| author_facet | Jamal Ibrahim, Daoud Khamis, Imad |
| author_sort | Jamal Ibrahim, Daoud |
| building | IIUM Repository |
| collection | Online Access |
| description | A linear logistic model is proposed for estimating the probability of survival to a specified stage using a step-stress model. Parameter estimates may be obtained numerically for the general case of the k-step model, and explicit solutions are given in the case of the two-step stress model. Of special interest to us is the application of this model to the prediction of mortality in HIV-1 infected individuals that based on clinical of Centers for Disease Control and Prevention clinical stage of disease (A, B and C stages). © 2010 Pushpa Publishing House. |
| first_indexed | 2025-11-14T14:27:03Z |
| format | Article |
| id | iium-3973 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T14:27:03Z |
| publishDate | 2010 |
| publisher | Pushpa Publishing House |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-39732012-02-29T05:00:31Z http://irep.iium.edu.my/3973/ Step-stress model using logistic regression model and its application in medicine Jamal Ibrahim, Daoud Khamis, Imad R Medicine (General) A linear logistic model is proposed for estimating the probability of survival to a specified stage using a step-stress model. Parameter estimates may be obtained numerically for the general case of the k-step model, and explicit solutions are given in the case of the two-step stress model. Of special interest to us is the application of this model to the prediction of mortality in HIV-1 infected individuals that based on clinical of Centers for Disease Control and Prevention clinical stage of disease (A, B and C stages). © 2010 Pushpa Publishing House. Pushpa Publishing House 2010 Article PeerReviewed application/pdf en http://irep.iium.edu.my/3973/1/Step-stress_Model_using_Logistic.pdf Jamal Ibrahim, Daoud and Khamis, Imad (2010) Step-stress model using logistic regression model and its application in medicine. Far East Journal of Mathematical Sciences (FJMS), 38 (1). pp. 105-111. ISSN 0972-0871 http://www.pphmj.com/abstract/4714.htm |
| spellingShingle | R Medicine (General) Jamal Ibrahim, Daoud Khamis, Imad Step-stress model using logistic regression model and its application in medicine |
| title | Step-stress model using logistic regression model and its application in medicine |
| title_full | Step-stress model using logistic regression model and its application in medicine |
| title_fullStr | Step-stress model using logistic regression model and its application in medicine |
| title_full_unstemmed | Step-stress model using logistic regression model and its application in medicine |
| title_short | Step-stress model using logistic regression model and its application in medicine |
| title_sort | step-stress model using logistic regression model and its application in medicine |
| topic | R Medicine (General) |
| url | http://irep.iium.edu.my/3973/ http://irep.iium.edu.my/3973/ http://irep.iium.edu.my/3973/1/Step-stress_Model_using_Logistic.pdf |