Goodness-of-fit Test of Dependence Model under Semi-competing Risks Data
碩士 === 國立中正大學 === 數學系統計科學研究所 === 107 === In this paper, we consider the goodness-of-fit test for the dependence model under semi-competing risks data. Based on the method of Hsieh et al. (2008), we propose several test statistics to check the model adequacy. Then we use the bootstrap resampling meth...
| Main Authors: | , |
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| Other Authors: | |
| Format: | Others |
| Language: | en_US |
| Published: |
2019
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| Online Access: | http://ndltd.ncl.edu.tw/handle/gntykm |
| Summary: | 碩士 === 國立中正大學 === 數學系統計科學研究所 === 107 === In this paper, we consider the goodness-of-fit test for the dependence model under semi-competing risks data.
Based on the method of Hsieh et al. (2008), we propose several test statistics to check the model adequacy.
Then we use the bootstrap resampling method to approximate the null distribution of the corresponding test statistic and compare their efficiencies.
From the simulation results, the performance of our proposed methods are well and can greatly improve that of Hsieh et al. (2008).
Finally, we apply our proposed methods to analyze the Bone Marrow Transplant data set.
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