TSFA extends standard factor analysis (FA) to time series data. Rotations methods can be applied as in FA. A dynamic model of the factors is not assumed, but could be estimated separately using the extracted factors.
tsfa-package ( in the help system use
package?tsfa or ?"tsfa-package") for an overview.
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