A Dirichlet regression model for compositional data with zeros

DOI10.1134/S1995080218030198zbMath1407.62093arXiv1410.5011OpenAlexW2964212628MaRDI QIDQ722302

Connie Stewart, Michail Tsagris

Publication date: 23 July 2018

Published in: Lobachevskii Journal of Mathematics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1410.5011

zbMATH Keywords

regressionDirichlet distributioncompositional datazero values

Mathematics Subject Classification ID

Parametric inference under constraints (62F30) Generalized linear models (logistic models) (62J12)

Related Items (7)

Dirichlet composition distribution for compositional data with zero components: An application to fluorescence in situ hybridization (FISH) detection of chromosome ⋮ Small area estimation of average compositions under multivariate nested error regression models ⋮ Statistical matching of sample survey data: application to integrate Iranian time use and labour force surveys ⋮ A folded model for compositional data analysis ⋮ A review of compositional data analysis and recent advances ⋮ Flexible non-parametric regression models for compositional data ⋮ Gaussian asymptotic limits for the \({\alpha}\)-transformation in the analysis of compositional data

Uses Software

• CRAN
• VGAM
• robCompositions
• Compositional
• DirichletReg

Cites Work

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