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

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.

Install the latest version of this package by entering the following in R:
install.packages("MLEcens")
AuthorMarloes Maathuis <maathuis@stat.math.ethz.ch>
Date of publication2013-04-02 14:58:32
MaintainerMarloes Maathuis <maathuis@stat.math.ethz.ch>
LicenseGPL (>= 2)
Version0.1-4
http://stat.ethz.ch/~maathuis/

View on CRAN

Functions

Files

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.