Empirical likelihood for mean functional/hazard functional with possibly censored data.
Empirical likelihood ratio tests and confidence intervals for means/hazards from possibly censored and/or truncated data. Now does regression too. The package contains some C code.
Package: | emplik |
Type: | Package |
Version: | 1.1-0 |
Date: | 2020-05-18 |
License: | GPL (>= 2) |
For non-censored data and mean parameters, use el.test( )
.
For censored data and mean parameters, use el.cen.EM2( )
.
For censored data and hazard parameter, use emplikH1.test( )
[Poisson type likelihood];
use emplikH.disc( )
[binomial type likelihood].
For constructing confidence interval, use findUL( )
.
Mai Zhou (el.test is adapted from Owen's splus code. Yifan Yang for some C code.)
Maintainer: Mai Zhou <mai@ms.uky.edu> <maizhou@gmail.com>
Zhou, M. (2016). Empirical Likelihood Method in Survival Analysis. (Chapman and Hall/CRC Biostatistics Series) CRC press 2016
Another R package kmc for possible faster result for testing of mean with right censored data.
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