Distance-weighted discrimination for functional data

DOI10.1002/STA4.598MaRDI QIDQ6548850

Peijun Sang

Publication date: 3 June 2024

Published in: Stat (Search for Journal in Brave)

zbMATH Keywords

functional principal component analysisBayes risk consistencyfunctional data classification

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Title not available (Why is that?)
• Distance-Weighted Discrimination
• PLS classification on functional data
• Methodology and convergence rates for functional linear regression
• High-dimensional classification using features annealed independence rules
• The covering number in learning theory
• Penalized discriminant analysis
• Curse of dimensionality and related issues in nonparametric functional regression
• Generalized functional linear models
• Nonparametric functional data analysis. Theory and practice.
• Partially functional linear regression in high dimensions
• A Functional Data—Analytic Approach to Signal Discrimination
• Another Look at Distance-Weighted Discrimination
• Generalized Linear Models with Functional Predictors
• A Case Study in Exploratory Functional Data Analysis: Geometrical Features of the Internal Carotid Artery
• Hard or Soft Classification? Large-Margin Unified Machines
• Functional quadratic regression
• OUP accepted manuscript
• Functional Additive Models
• Nearest neighbor classification in infinite dimension
• Achieving near Perfect Classification for Functional Data
• Structured Functional Additive Regression in Reproducing Kernel Hilbert Spaces
• Functional Data Analysis for Sparse Longitudinal Data

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