Inference for Finite Mixture Models

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Documentation for package ‘MixtureInf’ version 1.1

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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 variance
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 function of a mixture of binomials
plotmix.exp Histogram of the observations and the fitted density of a mixture of exponentials
plotmix.norm Histogram of the observations and the fitted density of a mixture of normals with unequal variance
plotmix.norm0 Histogram of the observations and the fitted density of a mixture of normals with equal and known variance
plotmix.pois Histogram of the observations and the fitted probability mass function of a mixture of Poissons
pmle.binom compute the PMLE or MLE of the parameters under a mixture of binomials
pmle.exp compute the PMLE or MLE of the parameters under a mixture of exponentials
pmle.norm compute the PMLE or MLE of the parameters under a mixture of normals with unequal variance
pmle.norm0 compute the PMLE or MLE of the parameters under a mixture of normals with equal and known variance
pmle.pois compute the PMLE or MLE of the parameters under a mixture of Possions
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