Non-parametric Quantile Regression with Censored Data
✍ Scribed by ALI GANNOUN; JÉRÔME SARACCO; AO YUAN; GEORGE E. BONNEY
- Book ID
- 111008762
- Publisher
- John Wiley and Sons
- Year
- 2005
- Tongue
- English
- Weight
- 349 KB
- Volume
- 32
- Category
- Article
- ISSN
- 0303-6898
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📜 SIMILAR VOLUMES
We consider the problem of estimating the quantiles of a distribution function in a fixed design regression model in which the observations are subject to random right censoring. The quantile estimator is defined via a conditional Kaplan-Meier type estimator for the distribution at a given design po
## Abstract We consider a regression model where the error term is assumed to follow a type of asymmetric Laplace distribution. We explore its use in the estimation of conditional quantiles of a continuous outcome variable given a set of covariates in the presence of random censoring. Censoring may