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emplik (version 1.3-1)

Empirical Likelihood Ratio for Censored/Truncated Data

Description

Empirical likelihood ratio tests for means/quantiles/hazards from possibly censored and/or truncated data. Now does regression too. This version contains some C code.

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Version

Install

install.packages('emplik')

Monthly Downloads

987

Version

1.3-1

License

GPL (>= 2)

Maintainer

Last Published

September 7th, 2023

Functions in emplik (1.3-1)

el.trun.test

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

Internal emplik functions
el.cen.kmc1d

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

Empirical likelihood ratio test for the means, uncensored data
el.cen.test

Empirical likelihood ratio for mean with right censored data, by QP.
el.ltrc.EM

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

Weighted Empirical Likelihood ratio for mean, uncensored data
el.cen.EM

Empirical likelihood ratio for mean with right, left or doubly censored data, by EM algorithm
el.cen.EM2

Empirical likelihood ratio test for a vector of means with right, left or doubly censored data, by EM algorithm
el.test.wt2

Weighted Empirical Likelihood ratio for mean(s), uncensored data
emplikH.disc

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

Return binomial empirical likelihood ratio for the given lambda, with right censored data
emplik-package

Empirical likelihood for mean functional/hazard functional with possibly censored data.
emplikH1.test

Empirical likelihood for 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.
emplikH2.test

Empirical likelihood for weighted hazard with right censored, left truncated data
emplikH1P

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

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

Return Poisson Empirical likelihood ratio for the given lambda, with 2-sample right censored data
emplikH2B

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

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

Smallcell Lung Cancer Data
myeloma

Multiple Myeloma Data
emplikHs.test2

Two sample empirical likelihood ratio test for hazards with right censored, left truncated data. Many constraints.
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
bjtest1d

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

Alternative test of the Buckley-James estimator by Empirical Likelihood
RankRegTestH

Test the AFT model, Rank Regression estimator by (Hazard)Empirical Likelihood
WRegTest

Test the case weighted regression estimator by Empirical Likelihood
BJnoint

The Buckley-James censored regression estimator
bjtest

Test the Buckley-James estimator by Empirical Likelihood
ROCnp2

Test the ROC curve by Empirical Likelihood
ROCnp

Test the ROC curve by Empirical Likelihood
RankRegTest

Test the AFT model Rank Regression estimator by Empirical Likelihood
WRegEst

Compute the casewise weighted regression estimator for AFT model