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Random partition masking model for censored and masked competing risks data.
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- Author(s): Yu, Qiqing1 ; Wong, G.2; Qin, Hao1; Wang, Jiaping1
- Source:
Annals of the Institute of Statistical Mathematics. Feb2012, Vol. 64 Issue 1, p69-85. 17p.- Subject Terms:
- Source:
- Additional Information
- Abstract: We consider the parametric estimation with right-censored competing risks data and with masked failure cause. We propose a new model, called the random partition masking (RPM) model. The existing model based on the so called symmetry assumption, but the RPM model does not need the symmetry assumption. We propose a wide class of parametric distribution families of the failure time and cause, which does not need the assumption of independence between the components of the system. We also study the asymptotic properties of the maximum likelihood estimator under the new model, and apply our procedure to a medical and an industrial data sets. [ABSTRACT FROM AUTHOR]
- Abstract: Copyright of Annals of the Institute of Statistical Mathematics is the property of Springer Nature and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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