emplik-package: Empirical likelihood for mean functional/hazard functional...

In emplik: Empirical Likelihood Ratio for Censored/Truncated Data

Empirical likelihood for mean functional/hazard functional with possibly censored data.

Description

Empirical likelihood ratio tests and confidence intervals for means/hazards from possibly censored and/or truncated data. In particular, empirical likelihood for the Kaplan-Meier/Nelson-Aalen estimators. Now does AFT regression too.

Details

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 parameters, use emplikH1.test( ) [Poisson type likelihood]; use emplikH.disc( ) [binomial type likelihood].

For constructing confidence intervals from likelihood ratio, use findUL( ).

Author(s)

Mai Zhou. (el.test( ) is adapted from Owen's splus code elm. Yifan Yang for some C code.)

Maintainer: Mai Zhou <[e-mail]>

References

Zhou, M. (2016). Empirical Likelihood Method in Survival Analysis. (Chapman and Hall/CRC Biostatistics Series) CRC press 2016

See Also

Another R package kmc for possible faster results when testing mean functional with right censored data.

emplik documentation built on April 3, 2025, 10:32 p.m.