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.

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
http://cran.r-project.org/package=MixtureInf

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

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

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