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 |
density.npEM |
Normal kernel density estimate for nonparametric EM output |
density.spEM |
Normal kernel density estimate for semiparametric EM output |
depth |
Elliptical and Spherical Depth |
dmvnorm |
The Multivariate Normal Density |
ellipse |
Draw Two-Dimensional Ellipse Based on Mean and Covariance |
expRMM_EM |
EM algorithm for Reliability Mixture Models (RMM) with right Censoring |
flaremixEM |
EM Algorithm for Mixtures of Regressions with Flare |
gammamixEM |
EM Algorithm for Mixtures of Gamma Distributions |
Habituationdata |
Infant habituation data |
hmeEM |
EM Algorithm for Mixtures-of-Experts |
ise.npEM |
Integrated Squared Error for a selected density from npEM output |
logdmvnorm |
The Multivariate Normal Density |
logisregmixEM |
EM Algorithm for Mixtures of Logistic Regressions |
makemultdata |
Produce Cutpoint Multinomial Data |
mixturegram |
Mixturegrams |
multmixEM |
EM Algorithm for Mixtures of Multinomials |
multmixmodel.sel |
Model Selection Mixtures of Multinomials |
mvnormalmixEM |
EM Algorithm for Mixtures of Multivariate Normals |
mvnpEM |
EM-like Algorithm for Nonparametric Mixture Models with Conditionally Independent Multivariate Component Densities |
NOdata |
Ethanol Fuel Data Set |
normalmixEM |
EM Algorithm for Mixtures of Univariate Normals |
normalmixEM2comp |
Fast EM Algorithm for 2-Component Mixtures of Univariate Normals |
normalmixMMlc |
EC-MM Algorithm for Mixtures of Univariate Normals with linear constraints |
normmix.sim |
Simulate from Mixtures of Normals |
normmixrm.sim |
Simulate from Multivariate (repeated measures) Mixtures of Normals |
npEM |
Nonparametric EM-like Algorithm for Mixtures of Independent Repeated Measurements |
npEMindrep |
Nonparametric EM-like Algorithm for Mixtures of Independent Repeated Measurements |
npEMindrepbw |
Nonparametric EM-like Algorithm for Mixtures of Independent Repeated Measurements |
npMSL |
Nonparametric EM-like Algorithm for Mixtures of Independent Repeated Measurements - Maximum Smoothed Likelihood version |
plot.mixEM |
Various Plots Pertaining to Mixture Models |
plot.mixMCMC |
Various Plots Pertaining to Mixture Model Output Using MCMC Methods |
plot.mvnpEM |
Plots of Marginal Density Estimates from the mvnpEM Algorithm Output |
plot.npEM |
Plot Nonparametric or Semiparametric EM Output |
plot.spEM |
Plot Nonparametric or Semiparametric EM Output |
plot.spEMN01 |
Plot mixture pdf for the semiparametric mixture model output by spEMsymlocN01 |
plotexpRMM |
Plot sequences from the EM algorithm for censored mixture of exponentials |
plotFDR |
Plot False Discovery Rate (FDR) estimates from output by EM-like strategies |
plotseq.npEM |
Plotting sequences of estimates from non- or semiparametric EM-like Algorithm |
plotspRMM |
Plot output from Stochastic EM algorithm for semiparametric scaled mixture of censored data |
plotweibullRMM |
Plot sequences from the Stochastic EM algorithm for mixture of Weibull |
poisregmixEM |
EM Algorithm for Mixtures of Poisson Regressions |
print.mvnpEM |
Printing of Results from the mvnpEM Algorithm Output |
print.npEM |
Printing non- and semi-parametric multivariate mixture model fits |
print.summary.mvnpEM |
Summarizing Fits for Nonparametric Mixture Models with Conditionally Independent Multivariate Component Densities |
print.summary.npEM |
Summarizing non- and semi-parametric multivariate mixture model fits |
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 |
ECM Algorithm for Mixtures of Regressions with Changepoints |
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 |
rexpmix |
Simulate from Mixtures of Exponentials |
rmvnorm |
Simulate from a Multivariate Normal Distribution |
rmvnormmix |
Simulate from Multivariate (repeated measures) Mixtures of Normals |
rnormmix |
Simulate from Mixtures of Normals |
RodFramedata |
Rod and Frame Task Data Set |
RTdata |
Reaction Time (RT) Data Set |
RTdata2 |
Reaction Time (RT) Data Set \# 2 |
rweibullmix |
Simulate from Mixtures of Weibull distributions |
segregmixEM |
ECM Algorithm for Mixtures of Regressions with Changepoints |
spEM |
Semiparametric EM-like Algorithm for Mixtures of Independent Repeated Measurements |
spEMsymloc |
Semiparametric EM-like Algorithm for univariate symmetric location mixture |
spEMsymlocN01 |
semiparametric EM-like algorithm for univariate mixture in False Discovery Rate (FDR) estimation |
spregmix |
EM-like Algorithm for Semiparametric Mixtures of Regressions |
spRMM_SEM |
Stochastic EM algorithm for semiparametric scaled mixture of censored data |
summary.mixEM |
Summarizing EM mixture model fits |
summary.mvnpEM |
Summarizing Fits for Nonparametric Mixture Models with Conditionally Independent Multivariate Component Densities |
summary.npEM |
Summarizing non- and semi-parametric multivariate mixture model fits |
summary.spRMM |
Summarizing fits from Stochastic EM algorithm for semiparametric scaled mixture of censored data |
tauequivnormalmixEM |
Special EM Algorithm for three-component tau equivalence model |
test.equality |
Performs Chi-Square Tests for Scale and Location Mixtures |
test.equality.mixed |
Performs Chi-Square Test for Mixed Effects Mixtures |
tonedata |
Tone perception data |
Waterdata |
Water-Level Task Data Set |
WaterdataFull |
Water-Level Task Data Set |
weibullRMM_SEM |
St-EM algorithm for Reliability Mixture Models (RMM) of Weibull with right Censoring |
wIQR |
Weighted quantiles |
wkde |
Weighted Univariate (Normal) Kernel Density Estimate |
wkde.symm |
Weighted Univariate (Normal) Kernel Density Estimate |
wquantile |
Weighted quantiles |