Tools for Analyzing Finite Mixture Models

aug.x | Augmented Predictor Function |

boot.comp | Performs Parametric Bootstrap for Sequentially Testing the... |

boot.se | Performs Parametric Bootstrap for Standard Error... |

CO2data | GNP and CO2 Data Set |

compCDF | Plot the Component CDF |

ddirichlet | Density Function for the Dirichlet Distribution |

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... |

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 |

initializations | Initializations for Various EM Algorithms in 'mixtools' |

ise.npEM | Integrated Squared Error for a selected density from npEM... |

lambda | Local Estimation for Lambda in Mixtures of Regressions |

lambda.pert | Perturbation of Mixing Proportions |

ldmult | Log-Density for Multinomial Distribution |

logisregmixEM | EM Algorithm for Mixtures of Logistic Regressions |

makemultdata | Produce Cutpoint Multinomial Data |

matsqrt | Calculates the Square Root of a Diagonalizable Matrix |

mixtools-internal | Internal 'mixtools' Functions |

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... |

NOdata | Ethanol Fuel Data Set |

normalmixEM | EM Algorithm for Mixtures of Univariate Normals |

normalmixEM2comp | Fast EM Algorithm for 2-Component Mixtures of Univariate... |

normalmixMMlc | EC-MM Algorithm for Mixtures of Univariate Normals with... |

npEM | Nonparametric EM-like Algorithm for Mixtures of Independent... |

npMSL | Nonparametric EM-like Algorithm for Mixtures of Independent... |

parseconstraint | Constraint Function |

perm | Permutation Function |

plotexpRMM | Plot sequences from the EM algorithm for censored mixture of... |

plotFDR | Plot False Discovery Rate (FDR) estimates from output by... |

plot.MCMC | Various Plots Pertaining to Mixture Model Output Using MCMC... |

plot.mixEM | Various Plots Pertaining to Mixture Models |

plot.mvnpEM | Plots of Marginal Density Estimates from the mvnpEM Algorithm... |

plot.npEM | Plot Nonparametric or Semiparametric EM Output |

plotseq.npEM | Plotting sequences of estimates from non- or semiparametric... |

plot.spEMN01 | Plot mixture pdf for the semiparametric mixture model output... |

plotspRMM | Plot output from Stochastic EM algorithm for semiparametric... |

plotweibullRMM | Plot sequences from the Stochastic EM algorithm for mixture... |

poisregmixEM | EM Algorithm for Mixtures of Poisson Regressions |

post.beta | Summary of Posterior Regression Coefficients in Mixtures of... |

print.mvnpEM | Printing of Results from the mvnpEM Algorithm Output |

print.npEM | Printing non- and semi-parametric multivariate mixture model... |

RanEffdata | Simulated Data from 2-Component Mixture of Regressions with... |

regcr | Add a Confidence Region or Bayesian Credible Region for... |

regmixEM | EM Algorithm for Mixtures of Regressions |

regmixEM.lambda | EM Algorithm for Mixtures of Regressions with Local Lambda... |

regmixEM.loc | Iterative Algorithm Using EM Algorithm for Mixtures of... |

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... |

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... |

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... |

spEMsymloc | Semiparametric EM-like Algorithm for univariate symmetric... |

spEMsymlocN01 | semiparametric EM-like algorithm for univariate mixture in... |

spregmix | EM-like Algorithm for Semiparametric Mixtures of Regressions |

spRMM_SEM | Stochastic EM algorithm for semiparametric scaled mixture of... |

summary.mixEM | Summarizing EM mixture model fits |

summary.mvnpEM | Summarizing Fits for Nonparametric Mixture Models with... |

summary.npEM | Summarizing non- and semi-parametric multivariate mixture... |

summary.spRMM | Summarizing fits from Stochastic EM algorithm for... |

tauequivnormalmixEM | Special EM Algorithm for three-component tau equivalence... |

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 |

try.flare | Mixtures of Regressions with Flare MM Algorithm |

Waterdata | Water-Level Task Data Set |

weibullRMM_SEM | St-EM algorithm for Reliability Mixture Models (RMM) of... |

wkde | Weighted Univariate (Normal) Kernel Density Estimate |

wquantile | Weighted quantiles |

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