Tools for mixture models.


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Documentation for package `mixtools' version 0.2.0

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boot.comp Performs Parametric Bootstrap for Sequentially Testing the Number of Components in Various Mixture Models
boot.se Performs Parametric Bootstrap for Standard Error Approximation
CO2data GNP and CO2 Data Set
compCDF Plot the Component CDF
depth Elliptical and Spherical Depth
ellipse Draw Two-Dimensional Ellipse Based on Mean and Covariance
flaremixEM EM Algorithm for Mixtures of Regressions with Flare
hmeEM EM Algorithm for Mixtures-of-Experts
logisregmixEM EM Algorithm for Mixtures of Logistic Regressions
makemultdata Produce Cutpoint Multinomial Data
multmixEM EM Algorithm for Mixtures of Multinomials
multmixmodel.sel Model Selection Mixtures of Multinomials
mvnormalmixEM EM Algorithm for Mixtures of Multivariate Normals
NOdata Ethanol Fuel Data Set
normalmixEM EM Algorithm for Mixtures of Univariate Normals
normmix.sim Simulate from Mixtures of Normals
plot.mixEM Various Plots Pertaining to Mixture Models
plot.mixMCMC Various Plots Pertaining to Mixture Model Output Using MCMC Methods
poisregmixEM EM Algorithm for Mixtures of Poisson Regressions
RanEffdata Simulated Data from 2-Component Mixture of Regressions with Random Effects
regcr Add a Confidence Region or Bayesian Credible Region for Regression Lines to a Scatterplot
regmixEM EM Algorithm for Mixtures of Regressions
regmixEM.chgpt EM Algorithm for Mixtures of Regressions with a Changepoint
regmixEM.lambda EM Algorithm for Mixtures of Regressions with Local Lambda Estimates
regmixEM.loc Iterative Algorithm Using EM Algorithm for Mixtures of Regressions with Local Lambda Estimates
regmixEM.mixed EM Algorithm for Mixtures of Regressions with Random Effects
regmixMH Metropolis-Hastings Algorithm for Mixtures of Regressions
regmixmodel.sel Model Selection in Mixtures of Regressions
repnormmixEM EM Algorithm for Mixtures of Normals with Repeated Measurements
repnormmixmodel.sel Model Selection in Mixtures of Normals with Repeated Measures
RodFramedata Rod and Frame Task Data Set
RTdata Reaction Time (RT) Data Set
test.equality Performs Chi-Square Test for Scale and Location Mixtures
test.equality.mixed Performs Chi-Square Test for Mixed Effects Mixtures
Waterdata Water-Level Task Data Set