Heteroskedastic linear regression model with compositional response and covariates

DOI10.1080/02664763.2017.1413075OpenAlexW2776175403MaRDI QIDQ5036386

Jiajia Chen, Sheng-Jia Li, Xiao-Qin Zhang

Publication date: 23 February 2022

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2017.1413075

zbMATH Keywords

error termcompositional dataregression modelheteroskedasticityisometric log-ratio coordinates

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Uses Software

• DirichletReg

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity
• Asymptotic inference under heteroskedasticity of unknown form
• A new heteroskedasticity-consistent covariance matrix estimator for the linear regression model
• Variable selection in regression with compositional covariates
• Isometric logratio transformations for compositional data analysis
• New perspectives on water chemistry and compositional data analysis
• Groups of parts and their balances in compositional data analysis
• Dirichlet component regression and its applications to psychiatric data
• Estimating Heteroscedastic Variances in Linear Models
• Jackknifing in Unbalanced Situations
• Linear regression with compositional explanatory variables
• Multiple linear regression with compositional response and covariates
• Geometric approach to statistical analysis on the simplex