Anticipated and Adaptive Prediction in Functional Discriminant Analysis

DOI10.1007/978-3-7908-2604-3_17zbMath1436.62721OpenAlexW146875177MaRDI QIDQ3298465

Mohamed Hadj Mbarek, Gilbert Saporta, Cristian Preda

Publication date: 14 July 2020

Published in: Proceedings of COMPSTAT'2010 (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-7908-2604-3_17

zbMATH Keywords

classificationdiscriminant analysisfunctional dataadaptive prediction

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Functional data analysis (62R10) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Uses Software

• fda (R)

Cites Work

• Regression models for functional data by reproducing kernel Hilbert spaces methods
• Curves discrimination: a nonparametric functional approach
• PLS regression on a stochastic process
• Functional data analysis
• Applied functional data analysis. Methods and case studies
• Nonparametric functional data analysis. Theory and practice.
• Functional Linear Discriminant Analysis for Irregularly Sampled Curves
• Nonlinear functional models for functional responses in reproducing kernel hilbert spaces
• Functional Classification in Hilbert Spaces
• Principal component estimation of functional logistic regression: discussion of two different approaches

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