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).

Install the latest version of this package by entering the following in R:
install.packages("dblcens")
AuthorMai Zhou, Li Lee, Kun Chen.
Date of publication2012-12-17 05:50:03
MaintainerMai Zhou <mai@ms.uky.edu>
LicenseGPL (>= 2)
Version1.1.7

View on CRAN

Files

MD5
src
src/wur.c
src/urnew010.c
src/ma.c
src/d011ch.c
R
R/Wdataclean2.R R/d011ch.R R/d011.R
NAMESPACE
man
man/IVaids.Rd man/dblcens-internal.Rd man/d011ch.Rd man/d011.Rd
INDEX
DESCRIPTION
data
data/IVaids.rda

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

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