Covariance Function - Admissibility

Admissibility

For locations x₁, x₂, …, x_N ∈ D the variance of every linear combination

can be computed as

A function is a valid covariance function if and only if this variance is non-negative for all possible choices of N and weights w₁, …, w_N. A function with this property is called positive definite.