Managing the essential zeros in quantitative fatty acid signature analysis

DOI10.1007/s13253-010-0040-8zbMath1306.62237OpenAlexW2121328023MaRDI QIDQ2260202

Yanyan Li

Publication date: 5 March 2015

Published in: Journal of Agricultural, Biological, and Environmental Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s13253-010-0040-8

zbMATH Keywords

bootstrapcompositional datadiet estimationparametric mixture modelpseudo-seal

Mathematics Subject Classification ID

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

Related Items (14)

Improved classification for compositional data using the \(\alpha\)-transformation ⋮ Bayesian-multiplicative treatment of count zeros in compositional data sets ⋮ Classical and Bayesian methods for testing the ratio of variances of delta-lognormal distributions ⋮ Dirichlet composition distribution for compositional data with zero components: An application to fluorescence in situ hybridization (FISH) detection of chromosome ⋮ Score Matching for Compositional Distributions ⋮ A folded model for compositional data analysis ⋮ A review of compositional data analysis and recent advances ⋮ Zero-inflated beta distribution for modeling the proportions in quantitative fatty acid signature analysis ⋮ An approach to measure distance between compositional diet estimates containing essential zeros ⋮ Spatial regression modeling for compositional data with many zeros ⋮ A Dirichlet regression model for compositional data with zeros ⋮ Using a Bayesian hierarchical linear mixing model to estimate botanical mixtures ⋮ Colours and Cocktails: Compositional Data Analysis 2013 Lancaster Lecture ⋮ Exploratory tools for outlier detection in compositional data with structural zeros

Uses Software

• QFASA
• bootlib

Cites Work

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• Dealing with zeros and missing values in compositional data sets using nonparametric imputation
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• Nonparametric Confidence Limits by Resampling Methods and Least Favorable Families
• Statistical Applications of the Multivariate Skew Normal Distribution
• The multivariate skew-normal distribution
• Statistical Interpretation of Species Composition
• On criteria for measures of compositional difference
• Geometric approach to statistical analysis on the simplex

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