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drmdel (version 1.3.1)

Dual Empirical Likelihood Inference under Density Ratio Models in the Presence of Multiple Samples

Description

Dual empirical likelihood (DEL) inference under semiparametric density ratio models (DRM) in the presence of multiple samples, including population cumulative distribution function estimation, quantile estimation and comparison, density estimation, composite hypothesis testing for DRM parameters which encompasses testing for changes in population distribution functions as a special case, etc.

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Version

Install

install.packages('drmdel')

Monthly Downloads

19

Version

1.3.1

License

GPL-3

Maintainer

Song Cai

Last Published

January 21st, 2015

Functions in drmdel (1.3.1)

quantileCompWald

Wald test for pairwise comparison and linear hypotheses about quantiles under the DRM
densityDRM

Estimate the density of the populations under the DRM
cdfDRM

Estimate the CDF of the populations under the DRM
drmdel

Fit a density ratio model
meleCov

Estimate the covariance matrix of the MELE
summaryDRM

Print simple summaries of a DRM fit object
quantileDRM

Estimate the quantiles of the populations under the DRM