Hi Gregory,
If the set of estimates and actual expected values were plotted as vectors in n-dimensional space (normalized to a mean of zero), the cosine between them would be equal to the r-squared of their correlation.
Not R-square, just R:
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Hi Gregory,
Not R-square, just R: