MLEcens: Computation of the MLE for bivariate (interval) censored data

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This package contains functions to compute the nonparametric maximum likelihood estimator (MLE) for the bivariate distribution of (X,Y), when realizations of (X,Y) cannot be observed directly. To be more precise, we consider the situation where we observe a set of rectangles that are known to contain the unobservable realizations of (X,Y). We compute the MLE based on such a set of rectangles. The methods can also be used for univariate censored data (see data set 'cosmesis'), and for censored data with competing risks (see data set 'menopause'). We also provide functions to visualize the observed data and the MLE.

Author
Marloes Maathuis <maathuis@stat.math.ethz.ch>
Date of publication
2013-04-02 14:58:32
Maintainer
Marloes Maathuis <maathuis@stat.math.ethz.ch>
License
GPL (>= 2)
Version
0.1-4
URLs

View on CRAN

Files in this package

MLEcens
MLEcens/MD5
MLEcens/data
MLEcens/data/ex.txt.gz
MLEcens/data/menopause.txt.gz
MLEcens/data/actg181.txt.gz
MLEcens/data/cosmesis.rda
MLEcens/data/menopause.rda
MLEcens/data/menopauseMod.rda
MLEcens/data/actg181Mod.rda
MLEcens/data/actg181.rda
MLEcens/data/ex.rda
MLEcens/data/cosmesis.txt.gz
MLEcens/COPYING
MLEcens/CONTENTS
MLEcens/src
MLEcens/src/computeMLE.c
MLEcens/src/util.c
MLEcens/src/reduc.c
MLEcens/src/canon2real.c
MLEcens/src/real2canon.c
MLEcens/src/Makevars
MLEcens/src/MLEcens.h
MLEcens/DESCRIPTION
MLEcens/man
MLEcens/man/plotDens2.rd
MLEcens/man/reduc.rd
MLEcens/man/real2canon.rd
MLEcens/man/computeMLE.rd
MLEcens/man/plotCM.rd
MLEcens/man/menopauseMod.rd
MLEcens/man/plotHM.rd
MLEcens/man/ex.rd
MLEcens/man/cosmesis.rd
MLEcens/man/canon2real.rd
MLEcens/man/actg181.rd
MLEcens/man/plotCDF2.rd
MLEcens/man/actg181Mod.rd
MLEcens/man/menopause.rd
MLEcens/man/plotRects.rd
MLEcens/man/plotDens1.rd
MLEcens/man/plotCDF1.rd
MLEcens/NAMESPACE
MLEcens/R
MLEcens/R/reduc.r
MLEcens/R/plotCDF1.r
MLEcens/R/real2canon.r
MLEcens/R/computeMLE.r
MLEcens/R/plotHM.r
MLEcens/R/plotDens1.r
MLEcens/R/plotCDF2.r
MLEcens/R/plotDens2.r
MLEcens/R/plotRects.r
MLEcens/R/canon2real.r
MLEcens/R/plotCM.r