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Hi: If you don't standardize, then each coefficient will have a different meaning. For example, suppose you have a company, ZZZ, that has a 1.5 standard deviation value of "growth" factor exposure and a 2.5 standard deviation value of "liquidity" factor exposure. Then, if the model coefficient for growth is $\beta_{growth}$ and the model coefficient for ...

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