Robust estimation for function-on-scalar regression models

DOI10.1080/00949655.2023.2279191MaRDI QIDQ6564318

Lihong Wang, Unnamed Author

Publication date: 1 July 2024

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• An introduction to recent advances in high/infinite dimensional statistics
• A partial overview of the theory of statistics with functional data
• Inference for functional data with applications
• The function-on-scalar LASSO with applications to longitudinal GWAS
• Applied functional data analysis. Methods and case studies
• Simultaneous variable selection and smoothing for high-dimensional function-on-scalar regression
• Adaptive function-on-scalar regression with a smoothing elastic net
• Functional data analysis.
• Nonparametric functional data analysis. Theory and practice.
• Multivariate functional generalized additive models
• Robust group-Lasso for functional regression model
• Robust sparse functional regression model
• Sensitivity analysis and visualization for functional data
• Functional Data Analysis for Sparse Longitudinal Data
• High-Dimensional Spatial Quantile Function-on-Scalar Regression
• Variable selection in function-on-scalar regression

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