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dalmatian: A Package for Fitting Double Hierarchical Linear Models in R via JAGS and nimble

Traditional regression models, including generalized linear mixed models, focus on understanding the deterministic factors that affect the mean of a response variable. Many biological studies seek to understand non-deterministic patterns in the variance or dispersion of a phenotypic or ecological re...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Simon Bonner, Han-Na Kim, David Westneat, Ariane Mutzel, Jonathan Wright, Matthew Schofield
Format: Artigo
Sprache:Inglês
Veröffentlicht: Foundation for Open Access Statistics 2021-11-01
Schriftenreihe:Journal of Statistical Software
Schlagworte:
bayesian inference
diversity patterns
hierarchical models
generalized linear models
markov chain monte carlo
structured residual variance
variance patterns
Online-Zugang:https://www.jstatsoft.org/index.php/jss/article/view/3570
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