Dirichlet component regression and its applications to psychiatric data

DOI10.1016/j.csda.2008.05.030zbMath1452.62066OpenAlexW1984275135WikidataQ34068519 ScholiaQ34068519MaRDI QIDQ1023913

Ralitza Gueorguieva, Daniel Zelterman, Robert Rosenheck

Publication date: 16 June 2009

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc3207324

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Linear regression; mixed models (62J05) Applications of statistics to psychology (62P15)

Related Items

Heteroskedastic linear regression model with compositional response and covariates ⋮ On a multivariate regression model for rates and proportions ⋮ Dependent Bayesian nonparametric modeling of compositional data using random Bernstein polynomials ⋮ Unnamed Item ⋮ Improved classification for compositional data using the \(\alpha\)-transformation ⋮ A Regression Model for Compositional Data Based on the Shifted-Dirichlet Distribution ⋮ A review of compositional data analysis and recent advances ⋮ Regression for compositions based on a generalization of the Dirichlet distribution ⋮ Multiple linear regression with compositional response and covariates ⋮ Some restriction tests in a new class of regression models for proportions ⋮ Flexible non-parametric regression models for compositional data ⋮ A Dirichlet regression model for compositional data with zeros ⋮ Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology ⋮ Partial least squares regression with compositional response variables and covariates

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Beta Regression for Modelling Rates and Proportions
• Influence diagnostics in beta regression
• On beta regression residuals
• Logistic-Normal Distributions: Some Properties and Uses
• A method for discriminating between models describing compositional data
• Detection of Influential Observation in Linear Regression
• Concepts of Independence for Proportions with a Generalization of the Dirichlet Distribution
• Linear Statistical Inference and its Applications

This page was built for publication: Dirichlet component regression and its applications to psychiatric data