Functional Data Analysis

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2 domain-specific abstractions whose origin domain is Functional Data Analysis.

• Functional correlation — A family of dependence measures for paired random functions that reduces infinite-dimensional covariance structure to interpretable associations between curves or functional components.
• Functional principal component analysis — A dimension-reduction method representing random curves or functions in the eigenbasis of their covariance operator.