Selected statistical methods of data analysis for multivariate functional data (Q1706466)
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scientific article; zbMATH DE number 6852094
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Selected statistical methods of data analysis for multivariate functional data |
scientific article; zbMATH DE number 6852094 |
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Selected statistical methods of data analysis for multivariate functional data (English)
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22 March 2018
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Multivariate functional data collect information about objects characterized by many features observed at different time points. Here, principal component analysis for such data is reviewed. Moreover, novel results are presented about discriminant coordinates and canonical correlation analysis for multivariate functional data. Finally, an application is given to the analysis of 54 countries, each characterized by four economic time series.
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multivariate functional data
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functional data analysis
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principal component analysis
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discriminant coordinates
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canonical correlation analysis
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