R: Mixture Models: Parametric, Semiparametric, and Robust

# Mixture Models: Parametric, Semiparametric, and Robust

## Documentation for package ‘MixSemiRob’ version 1.1.1

- DESCRIPTION file
- Package NEWS

## Help Pages

AFDP | AFDP data
complh | Complete Likelihood Frequency Method for Label Switching
distlat | Euclidean Distance Based Labeling Method for Label Switching
elbow | Elbow data
EMnormal | Parameter Estimation of Normal Mixture Using EM Algorithm
ethanol | Ethanol data
kdeem | Kernel Density-based EM-type algorithm for Semiparametric Mixture Regression with Unspecified Error Distributions
kdeem.h | Kernel Density-based EM-type algorithm for Semiparametric Mixture Regression with Unspecified Homogenous Error Distributions
kdeem.lse | Kernel Density-based EM-type algorithm with Least Square Estimation for Semiparametric Mixture Regression with Unspecified Homogenous Error Distributions
mixLogconc | Clustering with Mixtures of Log-concave Distributions using EM Algorithm (Univariate)
mixLogconcHD | Clustering with Mixtures of Log-concave Distributions using EM Algorithm (Multivariate)
mixMPHD | Semiparametric Mixture Model by Minimizing Profile Hellinger Distance
mixnorm | Parameter Estimation for Uni- or Multivariate Normal Mixture Models
mixOnekn | Two-component Normal Mixture Estimation with One Known Component
mixpf | Profile Likelihood Method for Normal Mixture with Unequal Variance
mixreg | MLE of Mixture Regression with Normal Errors
mixregBisq | Robust EM Algorithm For Mixture of Linear Regression Based on Bisquare Function
mixregLap | Robust Mixture Regression with Laplace Distribution
mixregPvary | Mixture of Regression Models with Varying Mixing Proportions
mixregPvaryGen | Varying Proportion Mixture Data Generator
mixregRM2 | Robust Mixture Regression with Thresholding-Embedded EM Algorithm for Penalized Estimation
mixregT | Robust Mixture Regression with T-distribution
mixregTrim | Robust Regression Estimator Using Trimmed Likelihood
mixScale | Continuous Scale Mixture Approach for Normal Scale Mixture Model
mixTest | Goodness of Fit Test for Finite Mixture Models
NBA | NBA data
ROE | ROE data
semimrBin | Semiparametric Mixture of Binomial Regression with a Degenerate Component with Time-Varying Proportion and Time-Varying Success Probability
semimrBinFull | Semiparametric Mixture of Binomial Regression with a Degenerate Component with Constant Proportion and Time-Varying Success Probability (Backfitting)
semimrBinOne | Semiparametric Mixture of Binomial Regression with a Degenerate Component with Constant Proportion and Time-Varying Success Probability (One-step Backfitting)
semimrFull | Semiparametric Mixture Regression Models with Single-index Proportion and Fully Iterative Backfitting
semimrGen | Semiparametric Mixture Data Generator
semimrGlobal | Semiparametric Mixtures of Nonparametric Regressions with Global EM-type Algorithm
semimrLocal | Semiparametric Mixtures of Nonparametric Regressions with Local EM-type Algorithm
semimrOne | Semiparametric Mixture Regression Models with Single-index and One-step Backfitting
sinvreg | Dimension Reduction Based on Sliced Inverse Regression
tone | Tone perception data