Mixture Models: Parametric, Semiparametric, and Robust

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Documentation for package ‘MixSemiRob’ version 1.1.0

• 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