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 F(T) via empirical likelihood ratio theorem.
Influence function of hat F may also be calculated (but may be
slow).
| Version: |
1.1.4 |
| Published: |
2008-04-04 |
| 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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