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.

Install the latest version of this package by entering the following in R:
install.packages("MixtureInf")
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

Functions

agesch Man page
earthquake Man page
emtest.binom Man page
emtest.exp Man page
emtest.norm Man page
emtest.norm0 Man page
emtest.pois Man page
grains Man page
lengthofstay Man page
pearson Man page
plotmix.binom Man page
plotmix.exp Man page
plotmix.norm Man page
plotmix.norm0 Man page
plotmix.pois Man page
pmle.binom Man page
pmle.exp Man page
pmle.norm Man page
pmle.norm0 Man page
pmle.pois Man page
residual1 Man page
residual2 Man page
rmix.binom Man page
rmix.exp Man page
rmix.norm Man page
rmix.pois Man page
SLC Man page
timesoffailure Man page
zscores Man page

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.