Scaled Partial Envelope Model in Multivariate Linear Regression

DOI10.5705/ss.202020.0352zbMath1523.62059WikidataQ114013818 ScholiaQ114013818MaRDI QIDQ6086159

Zhen-Sheng Huang, Unnamed Author, Li Xing Zhu

Publication date: 9 November 2023

Published in: Statistica Sinica (Search for Journal in Brave)

zbMATH Keywords

dimension reductionGrassmannianscale invariancepartial envelope modelscaled envelope model

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Linear regression; mixed models (62J05)

Cites Work

• A note on fast envelope estimation
• Covariate-Adjusted Tensor Classification in High-Dimensions
• A Bayesian approach for envelope models
• Robust regression: Asymptotics, conjectures and Monte Carlo
• Envelope-based sparse partial least squares
• Scaled envelopes: scale-invariant and efficient estimation in multivariate linear regression
• Inner envelopes: efficient estimation in multivariate linear regression
• Partial envelopes for efficient estimation in multivariate linear regression
• Can the strengths of AIC and BIC be shared? A conflict between model indentification and regression estimation
• Vec and vech operators for matrices, with some uses in jacobians and multivariate statistics
• The Geometry of Algorithms with Orthogonality Constraints
• Theory & Methods: Special Invited Paper: Dimension Reduction and Visualization in Discriminant Analysis (with discussion)
• Fast envelope algorithms
• Matrix Variate Regressions and Envelope Models
• Envelopes and Partial Least Squares Regression
• Foundations for Envelope Models and Methods
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