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 |