Score Matching for Compositional Distributions

DOI10.1080/01621459.2021.2016422arXiv2012.12461OpenAlexW4206458088MaRDI QIDQ6077574

J. L. Scealy, Andrew T. A. Wood

Publication date: 18 October 2023

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2012.12461

zbMATH Keywords

parameter estimationzeroslatent variablesmultinomial distributionDirichlet distributionmicrobiome data

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• Spatial regression modeling for compositional data with many zeros
• Fitting Kent models to compositional data with small concentration
• Some extensions of score matching
• Scoring rules for statistical models on spheres
• A new mixture model on the simplex
• Managing the essential zeros in quantitative fatty acid signature analysis
• Statistical Interpretation of Species Composition
• Regression for Compositional Data by using Distributions Defined on the Hypersphere
• Stochastic Bifurcation Processes and Distributions of Fractions
• Scalable estimation and regularization for the logistic normal multinomial model
• A folded model for compositional data analysis

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