Nonlinear wavelet density estimation with censored dependent data
β Scribed by Si-Li Niu
- Book ID
- 112143653
- Publisher
- John Wiley and Sons
- Year
- 2011
- Tongue
- English
- Weight
- 236 KB
- Volume
- 35
- Category
- Article
- ISSN
- 0170-4214
- DOI
- 10.1002/mma.1567
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π SIMILAR VOLUMES
In some long term studies, a series of dependent and possibly censored failure times may be observed. Suppose that the failure times have a common marginal distribution function having a density, and the nonparametric estimation of density and hazard rate under random censorship is of our interest.
We study the detailed structure (in a large sample) of the self-consistent estimators of the survival functions with doubly censored data. We also introduce the kernel-type density estimators based on the self-consistent estimators, and using our results on the structure of the self-consistent estim