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This appears to be the same thing, however, in the former case, the benchmark is the FF-Model. This means you assume the model stated in their eq. 9 is correct (as per your regression), and use the vol of the residuals as TE. They go on and explain: The volatility of the residuals in equation [9] is a measure of idiosyncratic (non-systematic) risk.20 ...

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