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Variance" is a mesaure of the dispersion of the probability distribution of a

random variable. Consider two random variables with the same mean (same aver-age value). If one of them has a distribution with greater variance, then, roughly

speaking, the probability that the variable will take on a value far from the mean is

greater.

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Q: Why not simply use the mean value of the regressand as its best value?
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. Why do we need regression analysis Why not simply use the mean value of the regressand as its best value?

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