The investigation of temperature data in Turkey’s Black Sea Region using functional data analysis

DOI10.1080/02664763.2021.1896683OpenAlexW3134148606MaRDI QIDQ5093013

Yüksel Öner, Çağlar Sözen

Publication date: 26 July 2022

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

Full work available at URL: https://doi.org/10.1080/02664763.2021.1896683

zbMATH Keywords

basis functiongeneralized cross-validationtemperature datasmoothed functional principal components analysisroughness penalty approach

Mathematics Subject Classification ID

Multivariate analysis (62H99) Factor analysis and principal components; correspondence analysis (62H25) Applications of statistics to environmental and related topics (62P12) Applications of statistics (62Pxx)

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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
• Smoothed functional principal components analysis by choice of norm
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