Can anybody give me a numerical example to understand the weighted correlation matrix?

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The weights for the weighted correlation matrix is calculated from the standard errors. I saw the MATLAB example file posted for WEIGHTEDCORRS. But i am not able to understand how it works. A arbitrary numerical example with the output would be great.

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