Nonparametric estimate based on imputations techniques for interval and partly interval censored data

This paper discusses the nonparametric analysis of interval and partly interval censored data, which is occur in many fields including demographical, epidemiological, financial, medical and sociological studies. For Partly Interval Censored (PIC) we mean that for some subjects the exact failure time...

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Main Authors: Zyoud, Abdallah, Elfaki, Faiz Ahmed Mohamed, Meftah, Hrairi
Format: Article
Language:English
Published: Science International(Lahore) 2016
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Online Access:http://irep.iium.edu.my/51085/1/Paper__Abdallah_et_al_March_2016.pdf
http://irep.iium.edu.my/51085/
http://www.sci-int.com/pdf/9507165371%20a%20879-884%20Abdallah%20Zyoud--MEN--CO%20AZRAM--MALAYSIA--Paid.pdf
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spelling my.iium.irep.510852017-10-17T03:38:35Z http://irep.iium.edu.my/51085/ Nonparametric estimate based on imputations techniques for interval and partly interval censored data Zyoud, Abdallah Elfaki, Faiz Ahmed Mohamed Meftah, Hrairi QA Mathematics This paper discusses the nonparametric analysis of interval and partly interval censored data, which is occur in many fields including demographical, epidemiological, financial, medical and sociological studies. For Partly Interval Censored (PIC) we mean that for some subjects the exact failure time is observed while the rest are only known to fall within an interval (Kim 2003). In medical and reliability studies the most important function is the survival function. However, we used a nonparametric model to estimate the survival function based on different imputation techniques in the present of interval censored and PIC data. Our proposal is easily implemented using R software. Science International(Lahore) 2016-03 Article REM application/pdf en http://irep.iium.edu.my/51085/1/Paper__Abdallah_et_al_March_2016.pdf Zyoud, Abdallah and Elfaki, Faiz Ahmed Mohamed and Meftah, Hrairi (2016) Nonparametric estimate based on imputations techniques for interval and partly interval censored data. Science International Lahore, 28 (2 (Section A)). pp. 879-884. ISSN 1013-5316 http://www.sci-int.com/pdf/9507165371%20a%20879-884%20Abdallah%20Zyoud--MEN--CO%20AZRAM--MALAYSIA--Paid.pdf
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic QA Mathematics
spellingShingle QA Mathematics
Zyoud, Abdallah
Elfaki, Faiz Ahmed Mohamed
Meftah, Hrairi
Nonparametric estimate based on imputations techniques for interval and partly interval censored data
description This paper discusses the nonparametric analysis of interval and partly interval censored data, which is occur in many fields including demographical, epidemiological, financial, medical and sociological studies. For Partly Interval Censored (PIC) we mean that for some subjects the exact failure time is observed while the rest are only known to fall within an interval (Kim 2003). In medical and reliability studies the most important function is the survival function. However, we used a nonparametric model to estimate the survival function based on different imputation techniques in the present of interval censored and PIC data. Our proposal is easily implemented using R software.
format Article
author Zyoud, Abdallah
Elfaki, Faiz Ahmed Mohamed
Meftah, Hrairi
author_facet Zyoud, Abdallah
Elfaki, Faiz Ahmed Mohamed
Meftah, Hrairi
author_sort Zyoud, Abdallah
title Nonparametric estimate based on imputations techniques for interval and partly interval censored data
title_short Nonparametric estimate based on imputations techniques for interval and partly interval censored data
title_full Nonparametric estimate based on imputations techniques for interval and partly interval censored data
title_fullStr Nonparametric estimate based on imputations techniques for interval and partly interval censored data
title_full_unstemmed Nonparametric estimate based on imputations techniques for interval and partly interval censored data
title_sort nonparametric estimate based on imputations techniques for interval and partly interval censored data
publisher Science International(Lahore)
publishDate 2016
url http://irep.iium.edu.my/51085/1/Paper__Abdallah_et_al_March_2016.pdf
http://irep.iium.edu.my/51085/
http://www.sci-int.com/pdf/9507165371%20a%20879-884%20Abdallah%20Zyoud--MEN--CO%20AZRAM--MALAYSIA--Paid.pdf
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