Subdistribution to cox's model for partly interval-censored data with application to aids studies
In this paper, we consider incomplete survival data that is, partly-interval failure time data where observed data include both exact and interval-censored observation on the survival time of interest. We presented a modification of Fine and Gray (1999) which proposed a class of estimation procedure...
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| Format: | Article |
| Language: | English |
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Asian Research Publishing Network (ARPN)
2015
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| Online Access: | http://irep.iium.edu.my/46123/ http://irep.iium.edu.my/46123/1/Faiz_ARPN_November_2015.pdf |
| _version_ | 1848782911609765888 |
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| author | Elfaki, Faiz Ahmed Mohamed |
| author_facet | Elfaki, Faiz Ahmed Mohamed |
| author_sort | Elfaki, Faiz Ahmed Mohamed |
| building | IIUM Repository |
| collection | Online Access |
| description | In this paper, we consider incomplete survival data that is, partly-interval failure time data where observed data include both exact and interval-censored observation on the survival time of interest. We presented a modification of Fine and Gray (1999) which proposed a class of estimation procedures for semi-parametric proportional hazards regression model for the subdistribution of a competing risks model using the partial likelihood principle and weighting techniques. The method is evaluated using simulation studies and illustrated by AIDS data set. |
| first_indexed | 2025-11-14T16:12:59Z |
| format | Article |
| id | iium-46123 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T16:12:59Z |
| publishDate | 2015 |
| publisher | Asian Research Publishing Network (ARPN) |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-461232018-01-08T09:20:56Z http://irep.iium.edu.my/46123/ Subdistribution to cox's model for partly interval-censored data with application to aids studies Elfaki, Faiz Ahmed Mohamed QA75 Electronic computers. Computer science In this paper, we consider incomplete survival data that is, partly-interval failure time data where observed data include both exact and interval-censored observation on the survival time of interest. We presented a modification of Fine and Gray (1999) which proposed a class of estimation procedures for semi-parametric proportional hazards regression model for the subdistribution of a competing risks model using the partial likelihood principle and weighting techniques. The method is evaluated using simulation studies and illustrated by AIDS data set. Asian Research Publishing Network (ARPN) 2015-11 Article PeerReviewed application/pdf en http://irep.iium.edu.my/46123/1/Faiz_ARPN_November_2015.pdf Elfaki, Faiz Ahmed Mohamed (2015) Subdistribution to cox's model for partly interval-censored data with application to aids studies. ARPN Journal of Engineering and Applied Sciences, 10 (21). pp. 10143-10146. ISSN 1819-6608 http://www.arpnjournals.org/jeas/research_papers/rp_2015/jeas_1115_3039.pdf |
| spellingShingle | QA75 Electronic computers. Computer science Elfaki, Faiz Ahmed Mohamed Subdistribution to cox's model for partly interval-censored data with application to aids studies |
| title | Subdistribution to cox's model for partly interval-censored data with application to aids studies |
| title_full | Subdistribution to cox's model for partly interval-censored data with application to aids studies |
| title_fullStr | Subdistribution to cox's model for partly interval-censored data with application to aids studies |
| title_full_unstemmed | Subdistribution to cox's model for partly interval-censored data with application to aids studies |
| title_short | Subdistribution to cox's model for partly interval-censored data with application to aids studies |
| title_sort | subdistribution to cox's model for partly interval-censored data with application to aids studies |
| topic | QA75 Electronic computers. Computer science |
| url | http://irep.iium.edu.my/46123/ http://irep.iium.edu.my/46123/ http://irep.iium.edu.my/46123/1/Faiz_ARPN_November_2015.pdf |