Discriminant Analysis of Time Series in the Presence of Within-Group Spectral Variability

DOI10.1111/jtsa.12166zbMath1359.62374arXiv1509.06358OpenAlexW1919623452WikidataQ37296658 ScholiaQ37296658MaRDI QIDQ2815045

Robert T. Krafty

Publication date: 27 June 2016

Published in: Journal of Time Series Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1509.06358

zbMATH Keywords

spectral analysisreplicated time seriesFisher's discriminant analysiscepstral analysis

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Inference from stochastic processes and spectral analysis (62M15)

Related Items (8)

Quadratic discriminant analysis by projection ⋮ Functional mixed effects wavelet estimation for spectra of replicated time series ⋮ Wavelet testing for a replicate-effect within an ordered multiple-trial experiment ⋮ Adaptive Bayesian Sum of Trees Model for Covariate-Dependent Spectral Analysis ⋮ Spectra in low‐rank localized layers (SpeLLL) for interpretable time–frequency analysis ⋮ The hierarchical spectral merger algorithm: a new time series clustering procedure ⋮ Clustering brain signals: a robust approach using functional data ranking ⋮ Conditional adaptive Bayesian spectral analysis of nonstationary biomedical time series

Uses Software

• sapa
• PhysioToolkit

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