Subgroup analysis with concave pairwise fusion penalty for ordinal response

DOI10.1007/s00362-023-01526-wzbMATH Open1541.62148MaRDI QIDQ6581335

Wensheng Zhu, Unnamed Author

Publication date: 30 July 2024

Published in: Statistical Papers (Search for Journal in Brave)

zbMATH Keywords

subgroup analysisoracle propertyordinal responsedata heterogeneityconcave pairwise fusion penalty

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Generalized linear models (logistic models) (62J12)

Cites Work

• Unnamed Item
• Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
• Nearly unbiased variable selection under minimax concave penalty
• Convex analysis approach to d. c. programming: Theory, algorithms and applications
• The DC (Difference of convex functions) programming and DCA revisited with DC models of real world nonconvex optimization problems
• Nonconcave penalized likelihood with a diverging number of parameters.
• Subgroup analysis for high-dimensional functional regression
• Subgroup analysis of zero-inflated Poisson regression model with applications to insurance data
• Parametric links for binary choice models: a Fisherian-Bayesian colloquy
• Multiply robust subgroup identification for longitudinal data with dropouts via median regression
• Large sample properties of the smoothly clipped absolute deviation penalized maximum likelihood estimation on high dimensions
• Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
• Quantile Regression for Analyzing Heterogeneity in Ultra-High Dimension
• Residuals and Diagnostics for Ordinal Regression Models: A Surrogate Approach
• ROBUST SUBGROUP IDENTIFICATION
• Tuning parameter selectors for the smoothly clipped absolute deviation method
• Convergence of a block coordinate descent method for nondifferentiable minimization
• Individualized Multidirectional Variable Selection
• Capturing Heterogeneity in repeated measures data by fusion penalty
• Subgroup analysis in the heterogeneous Cox model

This page was built for publication: Subgroup analysis with concave pairwise fusion penalty for ordinal response