Citation
Karimi, Mostafa and Ibrahim, Noor Akma and Abu Bakar, Mohd Rizam and Arasan, Jayanthi
(2016)
Rank-based inference for the accelerated failure time model in the presence of interval censored data.
In: 2nd International Conference on Mathematical Sciences and Statistics (ICMSS2016), 26-28 Jan. 2016, Kuala Lumpur, Malaysia. (pp. 1-5).
Abstract
Semiparametric analysis and rank-based inference for the accelerated failure time model are complicated in the presence of interval censored data. The main difficulty with the existing rank-based methods is that they involve estimating functions with the possibility of multiple roots. In this paper a class of asymptotically normal rank estimators is developed which can be aquired via linear programming for estimating the parameters of the model, and a two-step iterative algorithm is introduce for solving the estimating equations. The proposed inference procedures are assessed through a real example.
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Official URL or Download Paper: http://aip.scitation.org/doi/abs/10.1063/1.4952568
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Additional Metadata
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Divisions: | Faculty of Science Institute for Mathematical Research |
| DOI Number: | https://doi.org/10.1063/1.4952568 |
| Publisher: | AIP Publishing |
| Keywords: | Accelerated failure time model; Interval censored data; Rank-based inference; Semiparametric analysis |
| Depositing User: | Nabilah Mustapa |
| Date Deposited: | 08 Sep 2017 05:30 |
| Last Modified: | 08 Sep 2017 05:30 |
| Altmetrics: | http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1063/1.4952568 |
| URI: | http://psasir.upm.edu.my/id/eprint/57161 |
| Statistic Details: | View Download Statistic |
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