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MixSemiRob - MaRDI portal

MixSemiRob (Q158431)

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Mixture Models: Parametric, Semiparametric, and Robust
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MixSemiRob
Mixture Models: Parametric, Semiparametric, and Robust

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    1.0.0
    28 April 2023
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    1.1.0
    20 September 2023
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    20 September 2023
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    Various functions are provided to estimate parametric mixture models (with Gaussian, t, Laplace, log-concave distributions, etc.) and non-parametric mixture models. The package performs hypothesis tests and addresses label switching issues in mixture models. The package also allows for parameter estimation in mixture of regressions, proportion-varying mixture of regressions, and robust mixture of regressions.
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