On boosting kernel density methods for multivariate data: density estimation and classification
β Scribed by Marco Marzio; Charles C. Taylor
- Book ID
- 106301917
- Publisher
- Springer
- Year
- 2005
- Tongue
- English
- Weight
- 174 KB
- Volume
- 14
- Category
- Article
- ISSN
- 1613-981X
No coin nor oath required. For personal study only.
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