Dirichlet composition distribution for compositional data with zero components: An application to fluorescence in situ hybridization (FISH) detection of chromosome

DOI10.1002/bimj.202000334zbMath1523.62219OpenAlexW4200437395MaRDI QIDQ6068809

Man-Lai Tang, Guo-Liang Tian, Sheng Yang, Qin Wu

Publication date: 15 December 2023

Published in: Biometrical Journal (Search for Journal in Brave)

Full work available at URL: https://bura.brunel.ac.uk/handle/2438/23914

zbMATH Keywords

EM algorithmstochastic representationgamma distributionDirichlet distributioncompositional dataessential zerorounded zeros

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

• A Dirichlet regression model for compositional data with zeros
• Dealing with zeros and missing values in compositional data sets using nonparametric imputation
• Isometric logratio transformations for compositional data analysis
• Managing the essential zeros in quantitative fatty acid signature analysis
• Regression for Compositional Data by using Distributions Defined on the Hypersphere
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