Semiparametric EM-like Algorithm for Mixtures of Independent Repeated Measurements
Normal kernel density estimate for semiparametric EM output
EM Algorithm for Mixtures of Regressions
Semiparametric EM-like Algorithm for univariate symmetric location mixture
Draw Two-Dimensional Ellipse Based on Mean and Covariance
Model Selection Mixtures of Multinomials
Summary of Posterior Regression Coefficients in Mixtures of Random Effects Regressions
Local Estimation for Lambda in Mixtures of Regressions
Various Plots Pertaining to Mixture Models
EM Algorithm for Mixtures of Regressions with Random Effects
Iterative Algorithm Using EM Algorithm for Mixtures of Regressions with
Local Lambda Estimates
Metropolis-Hastings Algorithm for Mixtures of Regressions
Plot Nonparametric or Semiparametric EM Output
Ethanol Fuel Data Set
Various Plots Pertaining to Mixture Model Output Using MCMC Methods
semiparametric EM-like algorithm for univariate mixture in False Discovery Rate (FDR) estimation
Permutation Function
Plot mixture pdf for the semiparametric mixture model output by spEMsymlocN01
The Multivariate Normal Density
Weighted Univariate (Normal) Kernel Density Estimate
EM-like Algorithm for Nonparametric Mixture Models
with Conditionally Independent Multivariate Component Densities
Rod and Frame Task Data Set
EM Algorithm for Mixtures of Multinomials
EM Algorithm for Mixtures of Regressions with Flare
EM Algorithm for Mixtures of Poisson Regressions
Density Function for the Dirichlet Distribution
Add a Confidence Region or Bayesian Credible Region for Regression Lines to a Scatterplot
Performs Parametric Bootstrap for Standard Error
Approximation
Infant habituation data
Nonparametric EM-like Algorithm for Mixtures of Independent Repeated Measurements - Maximum Smoothed Likelihood version
Initializations for Various EM Algorithms in 'mixtools'
Elliptical and Spherical Depth
Water-Level Task Data Set
EM Algorithm for Mixtures-of-Experts
EM Algorithm for Mixtures of Logistic Regressions
EC-MM Algorithm for Mixtures of Univariate Normals
with linear constraints
Calculates the Square Root of a Diagonalizable Matrix
GNP and CO2 Data Set
Mixtures of Regressions with Flare MM Algorithm
Plotting sequences of estimates from non- or semiparametric EM-like Algorithm
Performs Chi-Square Tests for Scale and Location Mixtures
Plots of Marginal Density Estimates from the mvnpEM Algorithm Output
Model Selection in Mixtures of Regressions
Printing non- and semi-parametric multivariate mixture model fits
Augmented Predictor Function
EM-like Algorithm for Semiparametric Mixtures of Regressions
Weighted quantiles
Integrated Squared Error for a selected density from npEM output
Log-Density for Multinomial Distribution
Simulate from a Multivariate Normal Distribution
Normal kernel density estimate for nonparametric EM output
Produce Cutpoint Multinomial Data
Performs Chi-Square Test for Mixed Effects Mixtures
Summarizing non- and semi-parametric multivariate mixture model fits
Model Selection in Mixtures of Normals with Repeated Measures
Printing of Results from the mvnpEM Algorithm Output
Summarizing Fits for Nonparametric Mixture Models
with Conditionally Independent Multivariate Component Densities
EM Algorithm for Mixtures of Gamma Distributions
Simulate from Multivariate (repeated measures) Mixtures of Normals
EM Algorithm for Mixtures of Univariate Normals
Reaction Time (RT) Data Set
Constraint Function
Summarizing EM mixture model fits
Plot the Component CDF
EM Algorithm for Mixtures of Multivariate Normals
Fast EM Algorithm for 2-Component Mixtures of Univariate Normals
Simulate from Mixtures of Normals
EM Algorithm for Mixtures of Regressions with Local Lambda Estimates
Simulated Data from 2-Component Mixture of Regressions with Random Effects
Reaction Time (RT) Data Set \# 2
Perturbation of Mixing Proportions
Internal 'mixtools' Functions
Performs Parametric Bootstrap for Sequentially Testing
the Number of Components in Various Mixture Models
Plot False Discovery Rate (FDR) estimates from output by EM-like strategies
EM Algorithm for Mixtures of Normals with Repeated Measurements
Tone perception data
ECM Algorithm for Mixtures of Regressions with Changepoints
Nonparametric EM-like Algorithm for Mixtures of Independent Repeated Measurements