Learn R Programming

emplik (version 1.3-2)

Empirical Likelihood Ratio for Censored/Truncated Data

Description

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

Copy Link

Version

Install

install.packages('emplik')

Monthly Downloads

954

Version

1.3-2

License

GPL (>= 2)

Maintainer

Mai Zhou

Last Published

December 6th, 2024

Functions in emplik (1.3-2)

ROCnp

Test the ROC curve by Empirical Likelihood
el.cen.kmc1d

Empirical likelihood ratio for 1 mean constraint with right censored data
el.ltrc.EM

Empirical likelihood ratio for mean with left truncated and right censored data, by EM algorithm
el.cen.test

Empirical likelihood ratio for mean with right censored data, by QP.
RankRegTestH

Test the AFT model, Rank Regression estimator by (Hazard)Empirical Likelihood
el.test

Empirical likelihood ratio test for the means, uncensored data
WRegEst

Compute the casewise weighted regression estimator for AFT model
bjtest1d

Test the Buckley-James estimator by Empirical Likelihood, 1-dim only
emplik-package

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

Empirical likelihood ratio for discrete hazard with right censored, left truncated data
emplikH.disc2

Two sample empirical likelihood ratio for discrete hazards with right censored, left truncated data, one parameter.
emplikH2P

Return Poisson Empirical likelihood ratio for the given lambda, with 2-sample right censored data
emplikHs.disc2

Two sample empirical likelihood ratio for discrete hazards with right censored, left truncated data. Many constraints.
el.trun.test

Empirical likelihood ratio for mean with left truncated data
emplik-internal

Internal emplik functions
myeloma

Multiple Myeloma Data
bjtestII

Alternative test of the Buckley-James estimator by Empirical Likelihood
emplikH1.test

Empirical likelihood for hazard with right censored, left truncated data
emplikH1B

Return binomial empirical likelihood ratio for the given lambda, with right censored data
emplikH1P

Return Poisson Empirical likelihood ratio for the given lambda, with right censored data
el.test.wt

Weighted Empirical Likelihood ratio for mean, uncensored data
bjtest

Test the Buckley-James estimator by Empirical Likelihood
el.test.wt2

Weighted Empirical Likelihood ratio for mean(s), uncensored data
emplikH2.test

Empirical likelihood for weighted hazard with right censored, left truncated data
el.cen.EM

Empirical likelihood ratio for mean with right, left or doubly censored data, by EM algorithm
smallcell

Smallcell Lung Cancer Data
emplikH2B

Return binomial empirical likelihood ratio for the given lambda, with 2-sample right censored data
emplikHs.test2

Two sample empirical likelihood ratio test for hazards with right censored, left truncated data. Many constraints.
el.cen.EM2

Empirical likelihood ratio test for a vector of means with right, left or doubly censored data, by EM algorithm
findUL

Find the Wilks Confidence Interval from the Given (empirical) Likelihood Ratio Function
findULold

Find the Wilks Confidence Interval from the Given (empirical) Likelihood Ratio Function
findUL2

Find the Wilks Confidence Interval from the Given (empirical) Likelihood Ratio Function
findUnew

Find the Wilks Confidence Interval Upper Bound from the Given (empirical) Likelihood Ratio Function
findLnew

Find the Wilks Confidence Interval Lower Bound from the Given (empirical) Likelihood Ratio Function
BJnoint

The Buckley-James censored regression estimator
WRegTest

Test the case weighted regression estimator by Empirical Likelihood
ROCnp2

Test the ROC curve by Empirical Likelihood
RankRegTest

Test the AFT model Rank Regression estimator by Empirical Likelihood