dblcens: Compute the NPMLE of distribution from doubly censored data
Use EM algorithm to compute the NPMLE of CDF and also the
two censoring distributions. For doubly censored data (as
described in Chang and Yang (1987) Ann. Stat. 1536-47). You can
also specify a constraint, it will return the constrained NPMLE
and the -2 log empirical likelihood ratio. This can be used to
test the hypothesis about the constraint and find confidence
intervals for probability or quantile via empirical likelihood
ratio theorem. Influence function of hat F may also be
calculated (but may be slow). It also include a new iterative
computation of the self-consistant estimator of CDF from doubly
censored data.
| Version: |
1.1.6 |
| Depends: |
R (≥ 2.0) |
| Published: |
2010-04-28 |
| Author: |
Mai Zhou, Li Lee, Kun Chen. |
| Maintainer: |
Mai Zhou <mai at ms.uky.edu> |
| License: |
GPL (≥ 2) |
| In views: |
Survival |
| CRAN checks: |
dblcens results |
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