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....
Veröffentlicht in: | Journal of applied statistics. - 1991. - 45(2018), 5 vom: 28., Seite 799-814 |
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Format: | Online-Aufsatz |
Sprache: | English |
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2018
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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 |
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