Principal components expansion

Continuous scaling expansion

Bernoulli process

Euclidean distance

Mercer’s theorem

Eigen decomposition of

Orthogonal sequence

Orthogonal sequence (centered)

Principal components

Principal dimensions

Karhunen-Loève expansion

Continuous scaling expansion

Trace of

Geometric variability

Decomposition of

Decomposition of

Orthogonal expansions