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

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.

Author
Song Cai
Date of publication
2015-01-21 21:28:38
Maintainer
Song Cai <scai@math.carleton.ca>
License
GPL-3
Version
1.3.1

View on CRAN

Man pages

cdfDRM
Estimate the CDF of the populations under the DRM
densityDRM
Estimate the density of the populations under the DRM
drmdel
Fit a density ratio model
meleCov
Estimate the covariance matrix of the MELE
quantileCompWald
Wald test for pairwise comparison and linear hypotheses about...
quantileDRM
Estimate the quantiles of the populations under the DRM
summaryDRM
Print simple summaries of a DRM fit object

Files in this package

drmdel
drmdel/inst
drmdel/inst/examples
drmdel/inst/examples/examples.R
drmdel/tests
drmdel/tests/drmdelTest.R
drmdel/src
drmdel/src/drmdel.c
drmdel/src/basisFuncs.c
drmdel/src/Makevars
drmdel/src/utilities.h
drmdel/src/utilities.c
drmdel/src/basisFuncs.h
drmdel/src/Makevars.win
drmdel/NAMESPACE
drmdel/R
drmdel/R/drmdel.R
drmdel/MD5
drmdel/DESCRIPTION
drmdel/ChangeLog
drmdel/man
drmdel/man/meleCov.Rd
drmdel/man/summaryDRM.Rd
drmdel/man/quantileDRM.Rd
drmdel/man/quantileCompWald.Rd
drmdel/man/cdfDRM.Rd
drmdel/man/densityDRM.Rd
drmdel/man/drmdel.Rd