The covariance operator is a mathematical object that captures the covariance structure of random variables in a Hilbert space. It provides a way to describe how two random elements vary together and is closely tied to the concept of positive operators, as it is always positive semi-definite. The covariance operator plays a crucial role in understanding the properties of stochastic processes and is often used to define Gaussian measures in infinite-dimensional spaces.
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