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...

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Main Authors:	Jamal Ibrahim, Daoud, Khamis, Imad
Format:	Article
Language:	English
Published:	Pushpa Publishing House 2010
Subjects:	R Medicine (General)
Online Access:	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

id	iium-3973
recordtype	eprints
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
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	R Medicine (General)
spellingShingle	R Medicine (General) Jamal Ibrahim, Daoud Khamis, Imad Step-stress model using logistic regression model and its application in medicine
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.
format	Article
author	Jamal Ibrahim, Daoud Khamis, Imad
author_facet	Jamal Ibrahim, Daoud Khamis, Imad
author_sort	Jamal Ibrahim, Daoud
title	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_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_sort	step-stress model using logistic regression model and its application in medicine
publisher	Pushpa Publishing House
publishDate	2010
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
first_indexed	2023-09-18T20:11:59Z
last_indexed	2023-09-18T20:11:59Z
_version_	1777407539080593408

Step-stress model using logistic regression model and its application in medicine

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