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1. Forecast accuracy. Making an assumption that the conditional mean equals zero can be either beneficial or detrimental depending on how far off it is from reality. Here is a perspective of bias-variance trade-off. Mean squared prediction error can be additively decomposed into squared bias, variance and irreducible error.* A model with the conditional ...

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