mixtools

GNP and CO2 Data Set

Infant habituation data

Ethanol Fuel Data Set

Reaction Time (RT) Data Set

Reaction Time (RT) Data Set \# 2

Simulated Data from 2-Component Mixture of Regressions with Random Effects

Rod and Frame Task Data Set

Water-Level Task Data Set

Augmented Predictor Function

Performs Parametric Bootstrap for Sequentially Testing the Number of Components in Various Mixture Models

Performs Parametric Bootstrap for Standard Error Approximation

Plot the Component CDF

Density Function for the Dirichlet Distribution

Normal kernel density estimate for nonparametric EM output

Normal kernel density estimate for semiparametric EM output

Elliptical and Spherical Depth

The Multivariate Normal Density

Draw Two-Dimensional Ellipse Based on Mean and Covariance

EM algorithm for Reliability Mixture Models (RMM) with right Censoring

EM Algorithm for Mixtures of Regressions with Flare

EM Algorithm for Mixtures of Gamma Distributions

EM Algorithm for Mixtures-of-Experts

Initializations for Various EM Algorithms in 'mixtools'

Integrated Squared Error for a selected density from npEM output

Local Estimation for Lambda in Mixtures of Regressions

Perturbation of Mixing Proportions

Log-Density for Multinomial Distribution

EM Algorithm for Mixtures of Logistic Regressions

Produce Cutpoint Multinomial Data

Calculates the Square Root of a Diagonalizable Matrix

Internal 'mixtools' Functions

Mixturegrams

EM Algorithm for Mixtures of Multinomials

Model Selection Mixtures of Multinomials

EM Algorithm for Mixtures of Multivariate Normals

EM-like Algorithm for Nonparametric Mixture Models with Conditionally Independent Multivariate Component Densities

EM Algorithm for Mixtures of Univariate Normals

Fast EM Algorithm for 2-Component Mixtures of Univariate Normals

EC-MM Algorithm for Mixtures of Univariate Normals with linear constraints

Nonparametric EM-like Algorithm for Mixtures of Independent Repeated Measurements

Nonparametric EM-like Algorithm for Mixtures of Independent Repeated Measurements - Maximum Smoothed Likelihood version

Constraint Function

Permutation Function

Various Plots Pertaining to Mixture Model Output Using MCMC Methods

Various Plots Pertaining to Mixture Models

Plots of Marginal Density Estimates from the mvnpEM Algorithm Output

Plot Nonparametric or Semiparametric EM Output

Plot mixture pdf for the semiparametric mixture model output by spEMsymlocN01

Plot False Discovery Rate (FDR) estimates from output by EM-like strategies

Plot sequences from the EM algorithm for censored mixture of exponentials

Plotting sequences of estimates from non- or semiparametric EM-like Algorithm

Plot output from Stochastic EM algorithm for semiparametric scaled mixture of censored data

Plot sequences from the Stochastic EM algorithm for mixture of Weibull

EM Algorithm for Mixtures of Poisson Regressions

Summary of Posterior Regression Coefficients in Mixtures of Random Effects Regressions

Printing of Results from the mvnpEM Algorithm Output

Printing non- and semi-parametric multivariate mixture model fits

Add a Confidence Region or Bayesian Credible Region for Regression Lines to a Scatterplot

EM Algorithm for Mixtures of Regressions

EM Algorithm for Mixtures of Regressions with Local Lambda Estimates

Iterative Algorithm Using EM Algorithm for Mixtures of Regressions with Local Lambda Estimates

EM Algorithm for Mixtures of Regressions with Random Effects

Metropolis-Hastings Algorithm for Mixtures of Regressions

Model Selection in Mixtures of Regressions

EM Algorithm for Mixtures of Normals with Repeated Measurements

Model Selection in Mixtures of Normals with Repeated Measures

Simulate from Mixtures of Exponentials

Simulate from a Multivariate Normal Distribution

Simulate from Multivariate (repeated measures) Mixtures of Normals

Simulate from Mixtures of Normals

Simulate from Mixtures of Weibull distributions

ECM Algorithm for Mixtures of Regressions with Changepoints

Semiparametric EM-like Algorithm for Mixtures of Independent Repeated Measurements

Semiparametric EM-like Algorithm for univariate symmetric location mixture

semiparametric EM-like algorithm for univariate mixture in False Discovery Rate (FDR) estimation

Stochastic EM algorithm for semiparametric scaled mixture of censored data

EM-like Algorithm for Semiparametric Mixtures of Regressions

Summarizing EM mixture model fits

Summarizing Fits for Nonparametric Mixture Models with Conditionally Independent Multivariate Component Densities

Summarizing non- and semi-parametric multivariate mixture model fits

Summarizing fits from Stochastic EM algorithm for semiparametric scaled mixture of censored data

Special EM Algorithm for three-component tau equivalence model

Performs Chi-Square Tests for Scale and Location Mixtures

Performs Chi-Square Test for Mixed Effects Mixtures

Tone perception data

Mixtures of Regressions with Flare MM Algorithm

St-EM algorithm for Reliability Mixture Models (RMM) of Weibull with right Censoring

Weighted Univariate (Normal) Kernel Density Estimate

Weighted quantiles