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Mixture Models: Parametric, Semiparametric, and New Directions

1, 2024

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A common self-advantage across the implicit and explicit levels for self-body recognition

Frontiers in psychology, 2023-08, Vol.14, p.1099151-1099151

2023

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Cellular uptake of nickel by NikR is regulated by phase separation

Cell reports (Cambridge), 2023-06, Vol.42 (6), p.112518-112518, Article 112518

2023

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Semiparametric mixtures of regressions with single-index for model based clustering

Advances in data analysis and classification, 2020-06, Vol.14 (2), p.261-292

2020

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Can we realize nonnegative blind source separation with incomplete matrix?

Signal, image and video processing, 2023-06, Vol.17 (4), p.1411-1418

2023

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Defining the Pluripotent Marker Genes for Identification of Teleost Fish Cell Pluripotency During Reprogramming

Frontiers in genetics, 2022-02, Vol.13, p.819682-819682

2022

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Fish Pluripotent Stem-Like Cell Line Induced by Small-Molecule Compounds From Caudal Fin and its Developmental Potentiality

Frontiers in cell and developmental biology, 2022-01, Vol.9, p.817779-817779

2022

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An Overview of Semiparametric Extensions of Finite Mixture Models

Statistical science, 2019-08, Vol.34 (3), p.391-404

2019

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Semiparametric mixtures of nonparametric regressions

Annals of the Institute of Statistical Mathematics, 2018-02, Vol.70 (1), p.131-154

2018

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A new bandwidth selection method for nonparametric modal regression based on generalized hyperbolic distributions

Computational statistics, 2024-06, Vol.39 (4), p.1729-1746

2024

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Machine learning embedded EM algorithms for semiparametric mixture regression models

Computational statistics, 2024-03

2024

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t distribution-based robust semiparametric mixture regression model

Communications in statistics. Simulation and computation, 2024-01, p.1-21

2024

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NLFFTNet: A non-local feature fusion transformer network for multi-scale object detection

Neurocomputing (Amsterdam), 2022-07, Vol.493, p.15-27

2022

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A new information criterion-based bandwidth selection method for non-parametric regressions

Journal of statistical computation and simulation, 2016-11, Vol.86 (17), p.3446-3455

2016

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Robust estimation and outlier detection for varying-coefficient models via penalized regression

Communications in statistics. Simulation and computation, 2022-10, Vol.51 (10), p.5845-5856

2022

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Robust maximum L q -likelihood estimation of joint mean–covariance models for longitudinal data

Journal of multivariate analysis, 2019-05, Vol.171, p.397-411

2019

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Sure independence screening in ultrahigh dimensional generalized additive models

Journal of statistical planning and inference, 2019-03, Vol.199 (C), p.126-135

2019

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Computation of an efficient and robust estimator in a semiparametric mixture model

Journal of statistical computation and simulation, 2017-07, Vol.87 (11), p.2128-2137

2017

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Robust estimation of the number of components for mixtures of linear regression models

Computational statistics, 2016-12, Vol.31 (4), p.1539-1555

2016

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Robust fitting of mixtures of factor analyzers using the trimmed likelihood estimator

Communications in statistics. Simulation and computation, 2017-02, Vol.46 (2), p.1280-1291

2017

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Semiparametric mixture: Continuous scale mixture approach

Computational statistics & data analysis, 2016-11, Vol.103, p.413-425

2016

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Minimum profile Hellinger distance estimation for a semiparametric mixture model

Canadian journal of statistics, 2014-06, Vol.42 (2), p.246-267

2014

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Label switching for mixture models

Mixture Models, 2024, Vol.1, p.157-187

1, 2024

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Hypothesis testing and model selection for mixture models

Mixture Models, 2024, Vol.1, p.188-209

1, 2024

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Mixture models for discrete data

Mixture Models, 2024, Vol.1, p.77-120

1, 2024

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Mixture Models: Parametric, Semiparametric, and New Directions

A common self-advantage across the implicit and explicit levels for self-body recognition

Cellular uptake of nickel by NikR is regulated by phase separation

Semiparametric mixtures of regressions with single-index for model based clustering

Can we realize nonnegative blind source separation with incomplete matrix?

Defining the Pluripotent Marker Genes for Identification of Teleost Fish Cell Pluripotency During Reprogramming

Fish Pluripotent Stem-Like Cell Line Induced by Small-Molecule Compounds From Caudal Fin and its Developmental Potentiality

An Overview of Semiparametric Extensions of Finite Mixture Models

Semiparametric mixtures of nonparametric regressions

A new bandwidth selection method for nonparametric modal regression based on generalized hyperbolic distributions

Machine learning embedded EM algorithms for semiparametric mixture regression models

t distribution-based robust semiparametric mixture regression model

NLFFTNet: A non-local feature fusion transformer network for multi-scale object detection

A new information criterion-based bandwidth selection method for non-parametric regressions

Robust estimation and outlier detection for varying-coefficient models via penalized regression

Robust maximum L q -likelihood estimation of joint mean–covariance models for longitudinal data

Sure independence screening in ultrahigh dimensional generalized additive models

Computation of an efficient and robust estimator in a semiparametric mixture model

Robust estimation of the number of components for mixtures of linear regression models

Robust fitting of mixtures of factor analyzers using the trimmed likelihood estimator

Semiparametric mixture: Continuous scale mixture approach

Minimum profile Hellinger distance estimation for a semiparametric mixture model

Label switching for mixture models

Hypothesis testing and model selection for mixture models

Mixture models for discrete data

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