I think you're just confused with covariance and covariance matrix, and the mathematical notation and MATLAB's function inputs do look similar. In math, cov(x,y) means the covariance of the two variables x and y . In MATLAB, cov(x,y) calculates the covariance matrix of x and y . Here cov is a function and x and y are the inputs.

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