MixtureInf: Inference for Finite Mixture Models

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.

Author
Shaoting Li, Jiahua Chen and Pengfei Li.
Date of publication
2016-04-07 01:10:26
Maintainer
Davor Cubranic <cubranic@stat.ubc.ca>
License
AGPL (>= 3)
Version
1.1
URLs

View on CRAN

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

Files in this package

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