A resampling method for estimating the covariance matrix in semiparametric accelerated failure time model with interval censored data

• 主要な著者: Karimi, Mostafa, Ibrahim, Noor Akma, Abu Bakar, Mohd. Rizam, Arasan, Jayanthi
• フォーマット: Conference or Workshop Item
• 言語: English
• 出版事項: 2016
• オンライン･アクセス: http://psasir.upm.edu.my/id/eprint/35591/1/A%20resampling%20method%20for%20estimating%20the%20covariance%20matrix.pdf; http://psasir.upm.edu.my/id/eprint/35591/; https://jurnalkalam.wordpress.com/volume-9-%E2%99%A6-number-2-%E2%99%A6-december-2016/

Estimating the covariance matrix of the rank estimators in the accelerated failure time model is complicated in the presence of interval censored data. The main difficulty with the existing estimation methods is that they involve nonparametric approximation of the density function of error terms. In...