Inference in skew generalized t-link models for clustered binary outcome via a parameter-expanded EM algorithm

Chénangnon Frédéric Tovissodé; Aliou Diop; Romain Glèlè Kakaï

doi:10.1371/journal.pone.0249604

Loading metrics

Open Access

Peer-reviewed

Research Article

Inference in skew generalized t-link models for clustered binary outcome via a parameter-expanded EM algorithm

Chénangnon Frédéric Tovissodé ,

Roles Conceptualization, Methodology, Writing – original draft, Writing – review & editing

* E-mail: chenangnon@gmail.com

Affiliation Laboratoire de Biomathématiques et d’Estimations Forestières, Faculté des Sciences Agronomiques, Université d’Abomey-Calavi, Abomey-Calavi, Bénin

https://orcid.org/0000-0002-3685-3043

⨯
Aliou Diop,

Roles Supervision, Writing – review & editing

Affiliation Laboratoire d’Etudes et Recherches en Statistiques et Développement, Université Gaston Berger de Saint-Louis, Saint-Louis, Sénégal
⨯
Romain Glèlè Kakaï

Roles Conceptualization, Supervision, Writing – review & editing

Affiliation Laboratoire de Biomathématiques et d’Estimations Forestières, Faculté des Sciences Agronomiques, Université d’Abomey-Calavi, Abomey-Calavi, Bénin
⨯

Inference in skew generalized t-link models for clustered binary outcome via a parameter-expanded EM algorithm

Chénangnon Frédéric Tovissodé,
Aliou Diop,
Romain Glèlè Kakaï

Published: April 6, 2021
https://doi.org/10.1371/journal.pone.0249604

About the Authors

Chénangnon Frédéric Tovissodé

Roles Conceptualization, Methodology, Writing – original draft, Writing – review & editing

* E-mail: chenangnon@gmail.com

Affiliation Laboratoire de Biomathématiques et d’Estimations Forestières, Faculté des Sciences Agronomiques, Université d’Abomey-Calavi, Abomey-Calavi, Bénin

https://orcid.org/0000-0002-3685-3043

Aliou Diop

Roles Supervision, Writing – review & editing

Affiliation Laboratoire d’Etudes et Recherches en Statistiques et Développement, Université Gaston Berger de Saint-Louis, Saint-Louis, Sénégal

Romain Glèlè Kakaï

Roles Conceptualization, Supervision, Writing – review & editing

Affiliation Laboratoire de Biomathématiques et d’Estimations Forestières, Faculté des Sciences Agronomiques, Université d’Abomey-Calavi, Abomey-Calavi, Bénin

Competing Interests

The authors have declared that no competing interests exist.

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Skewness
Is the Subject Area "Skewness" applicable to this article?

Thanks for your feedback.
Algorithms
Is the Subject Area "Algorithms" applicable to this article?

Thanks for your feedback.
Normal distribution
Is the Subject Area "Normal distribution" applicable to this article?

Thanks for your feedback.
Probability distribution
Is the Subject Area "Probability distribution" applicable to this article?

Thanks for your feedback.
Simulation and modeling
Is the Subject Area "Simulation and modeling" applicable to this article?

Thanks for your feedback.
Mathematical functions
Is the Subject Area "Mathematical functions" applicable to this article?

Thanks for your feedback.
Maximum likelihood estimation
Is the Subject Area "Maximum likelihood estimation" applicable to this article?

Thanks for your feedback.
Respiratory infections
Is the Subject Area "Respiratory infections" applicable to this article?

Thanks for your feedback.