MixtureInf: Inference for Finite Mixture Models
Version 1.1

Functions for computing the penalized maximum likelihood estimate (PMLE) or maximum likelihood estimate (MLE), testing the order of a finite mixture model using EM-test, drawing histogram of observations and the fitted density or probability mass function of the mixture model.

AuthorShaoting Li, Jiahua Chen and Pengfei Li.
Date of publication2016-04-07 01:10:26
MaintainerDavor Cubranic <cubranic@stat.ubc.ca>
LicenseAGPL (>= 3)
Version1.1
URL http://cran.r-project.org/package=MixtureInf
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("MixtureInf")

Popular man pages

agesch: age of onset of schizophrenia
emtest.binom: test the order of a mixture of binomials
lengthofstay: length of stay
pearson: Pearson's crab data
pmle.binom: compute the PMLE or MLE of the parameters under a mixture of...
rmix.exp: generate a random sample from a mixture of exponentials
SLC: SLC (sodium-lithium countertransport)
See all...

All man pages Function index File listing

Man pages

agesch: age of onset of schizophrenia
earthquake: number of earthquakes
emtest.binom: test the order of a mixture of binomials
emtest.exp: test the order of a mixture of exponentials
emtest.norm: test the order of a mixture of normals with unequal variance
emtest.norm0: test the order of a mixture of normals with equal and known...
emtest.pois: test the order of a mixture of Poissons
grains: grains data
lengthofstay: length of stay
pearson: Pearson's crab data
plotmix.binom: Histogram of the observations and the fitted probability mass...
plotmix.exp: Histogram of the observations and the fitted density of a...
plotmix.norm: Histogram of the observations and the fitted density of a...
plotmix.norm0: Histogram of the observations and the fitted density of a...
plotmix.pois: Histogram of the observations and the fitted probability mass...
pmle.binom: compute the PMLE or MLE of the parameters under a mixture of...
pmle.exp: compute the PMLE or MLE of the parameters under a mixture of...
pmle.norm: compute the PMLE or MLE of the parameters under a mixture of...
pmle.norm0: compute the PMLE or MLE of the parameters under a mixture of...
pmle.pois: compute the PMLE or MLE of the parameters under a mixture of...
residual1: residual diagnostics for mixture models
residual2: residual diagnostics for mixture models
rmix.binom: generate a random sample from a mixture of binomials
rmix.exp: generate a random sample from a mixture of exponentials
rmix.norm: generate a random sample from a mixture of normals
rmix.pois: generate a random sample from a mixture of Possions
SLC: SLC (sodium-lithium countertransport)
timesoffailure: successive failure times
zscores: z-scores

Functions

SLC Man page
agesch Man page
earthquake Man page
emiter.norm Source code
emstat.binom Source code
emstat.exp Source code
emstat.norm Source code
emstat.pois Source code
emtest.binom Man page Source code
emtest.exp Man page Source code
emtest.norm Man page Source code
emtest.norm0 Man page Source code
emtest.pois Man page Source code
emtest.thm3 Source code
formula2 Source code
formula3 Source code
grains Man page
iter1.norm Source code
iter2.norm Source code
lengthofstay Man page
maxmm.binom Source code
maxmm.exp Source code
maxmm.norm Source code
maxmm.norm0 Source code
maxmm.pois Source code
over1 Source code
over2 Source code
over3 Source code
pearson Man page
phi.norm Source code
phi0.binom Source code
phi0.exp Source code
phi0.norm Source code
phi0.pois Source code
plotmix.binom Man page Source code
plotmix.exp Man page Source code
plotmix.norm Man page Source code
plotmix.norm0 Man page Source code
plotmix.pois Man page Source code
pmixexp Source code
pmixnorm Source code
pmle.binom Man page Source code
pmle.exp Man page Source code
pmle.norm Man page Source code
pmle.norm0 Man page Source code
pmle.pois Man page Source code
pn Source code
qmixexp Source code
qmixnorm Source code
residual1 Man page
residual2 Man page
rmix.binom Man page Source code
rmix.exp Man page Source code
rmix.norm Man page Source code
rmix.pois Man page Source code
rousignif Source code
tb2.binom Source code
tb2.exp Source code
tb2.norm Source code
tb2.pois Source code
timesoffailure Man page
zscores Man page

Files

NAMESPACE
data
data/zscores.rda
data/SLC.rda
data/timesoffailure.rda
data/residual1.rda
data/lengthofstay.rda
data/agesch.rda
data/residual2.rda
data/grains.rda
data/earthquake.rda
data/pearson.rda
R
R/iter1.norm.R
R/phi.norm.R
R/tb2.binom.R
R/plotmix.norm.R
R/emtest.pois.R
R/pmixnorm.R
R/emtest.norm0.R
R/pmixexp.R
R/over3.R
R/emstat.norm.R
R/iter2.norm.R
R/tb2.exp.R
R/emtest.thm3.R
R/plotmix.pois.R
R/qmixnorm.R
R/maxmm.norm0.R
R/plotmix.binom.R
R/phi0.norm.R
R/emtest.norm.R
R/rmix.pois.R
R/qmixexp.R
R/formula2.R
R/pmle.norm.R
R/tb2.norm.R
R/over1.R
R/pmle.binom.R
R/pmle.pois.R
R/plotmix.norm0.R
R/emstat.binom.R
R/pmle.exp.R
R/tb2.pois.R
R/pmle.norm0.R
R/plotmix.exp.R
R/rmix.binom.R
R/maxmm.norm.R
R/phi0.pois.R
R/rmix.norm.R
R/phi0.binom.R
R/emstat.pois.R
R/emtest.binom.R
R/emstat.exp.R
R/emtest.exp.R
R/rmix.exp.R
R/rousignif.R
R/phi0.exp.R
R/maxmm.pois.R
R/pn.R
R/formula3.R
R/maxmm.binom.R
R/maxmm.exp.R
R/emiter.norm.R
R/over2.R
MD5
DESCRIPTION
man
man/pmle.exp.Rd
man/lengthofstay.Rd
man/rmix.exp.Rd
man/rmix.norm.Rd
man/residual2.Rd
man/plotmix.pois.Rd
man/residual1.Rd
man/plotmix.norm.Rd
man/pmle.norm0.Rd
man/plotmix.norm0.Rd
man/grains.Rd
man/pmle.pois.Rd
man/zscores.Rd
man/timesoffailure.Rd
man/plotmix.exp.Rd
man/SLC.Rd
man/pmle.norm.Rd
man/rmix.binom.Rd
man/earthquake.Rd
man/emtest.binom.Rd
man/emtest.norm.Rd
man/agesch.Rd
man/emtest.norm0.Rd
man/pmle.binom.Rd
man/emtest.exp.Rd
man/pearson.Rd
man/plotmix.binom.Rd
man/rmix.pois.Rd
man/emtest.pois.Rd
MixtureInf documentation built on May 20, 2017, 4:39 a.m.