Analyzing clustered count data with a cluster specific random effect zero-inflated Conway-Maxwell-Poisson distribution

In recent years, data analysis techniques have been developed in biological and medical research areas with different types of count distributions. In particular, zero-inflated versions of parametric count distributions have been used to model excessive zeros that are often present in these assays....

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Bibliographische Detailangaben
Veröffentlicht in:Journal of applied statistics. - 1991. - 45(2018), 5 vom: 28., Seite 799-814
1. Verfasser: Choo-Wosoba, Hyoyoung (VerfasserIn)
Weitere Verfasser: Datta, Somnath
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:Journal of applied statistics
Schlagworte:Journal Article Gaussian-Hermite (G-H) quadrature Mixed effects model Next- generation sequencing (NGS) data Poisson distribution Under- and over-dispersions