Smoothed functional canonical correlation analysis of humidity and temperature data

DOI10.1080/02664763.2015.1019842OpenAlexW2094709663MaRDI QIDQ5130327

Istem Koymen Keser, Ipek Deveci Kocakoç

Publication date: 4 November 2020

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://figshare.com/articles/journal_contribution/Smoothed_functional_canonical_correlation_analysis_of_humidity_and_temperature_data/1381782

zbMATH Keywords

smoothingfunctional data analysisfunctional canonical correlation analysismeteorological data

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (4)

Two-sample tests for multivariate functional data with applications ⋮ Basis expansion approaches for functional analysis of variance with repeated measures ⋮ Tests for equality of several covariance matrix functions for multivariate functional data ⋮ Multivariate analysis of variance for functional data

Uses Software

• fda (R)

Cites Work

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• Smoothing noisy data with spline functions: Estimating the correct degree of smoothing by the method of generalized cross-validation
• Functional data analysis
• Methods of canonical analysis for functional data.
• Functional canonical analysis for square integrable stochastic processes
• A powerful test based on tapering for use in functional data analysis
• Defining probability density for a distribution of random functions
• Functional data analysis.
• Statistical inferences for functional data
• Componentwise classification and clustering of functional data
• Free-Knot Spline Smoothing for Functional Data
• Assessing the Finite Dimensionality of Functional Data
• Functional Data Analysis with R and MATLAB
• On Properties of Functional Principal Components Analysis

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