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EL (version 1.2)

Two-Sample Empirical Likelihood

Description

Empirical likelihood (EL) inference for two-sample problems. The following statistics are included: the difference of two-sample means, smooth Huber estimators, quantile (qdiff) and cumulative distribution functions (ddiff), probability-probability (P-P) and quantile-quantile (Q-Q) plots as well as receiver operating characteristic (ROC) curves. EL calculations are based on J. Valeinis, E. Cers (2011) .

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Version

Install

install.packages('EL')

Monthly Downloads

289

Version

1.2

License

GPL (>= 2)

Maintainer

Janis Gredzens

Last Published

December 19th, 2022

Functions in EL (1.2)

EL.means

Empirical likelihood test for the difference of two sample means
EL.Huber

Empirical likelihood test for the difference of smoothed Huber estimators
EL.smooth

Smooth estimates and confidence intervals (or simultaneous bands) using the smoothed two-sample EL method
EL.statistic

The two-sample empirical likelihood statistic
EL.plot

Draws plots using the smoothed two-sample empirical likelihood method