Sparse local influence analysis

DOI10.1080/03610918.2020.1797796OpenAlexW3044209378MaRDI QIDQ5055113

Lei Shi, Jun Lu

Publication date: 13 December 2022

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2020.1797796

zbMATH Keywords

influential observationssparsityperturbation schemelocal influence analysissparse PCA

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• The Adaptive Lasso and Its Oracle Properties
• Sparse principal component analysis via regularized low rank matrix approximation
• Detection of outliers in multilevel models
• Case deletion diagnostics in multilevel models
• Local influence in multilevel regression for growth curves
• Sparse principal component analysis by choice of norm
• Stepwise local influence analysis
• Perturbation selection and influence measures in local influence analysis
• Local Influence for Incomplete Data Models
• Outlier Detection Using Nonconvex Penalized Regression
• Diagnostics for Mixed-Model Analysis of Variance
• Conformal Normal Curvature and Assessment of Local Influence
• Local influence in principal components analysis
• The Standardized Influence Matrix and Its Applications
• Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
• Regularization and Variable Selection Via the Elastic Net
• Model Selection and Estimation in Regression with Grouped Variables
• A Direct Formulation for Sparse PCA Using Semidefinite Programming

This page was built for publication: Sparse local influence analysis