The adjusted r-squared is helpful for multiple regression and corrects for erroneous regression, giving you a more accurate ...

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“The statistician knows...that in nature there never was a normal distribution, there never was a straight line, yet with normal and linear assumptions, known to be false, he can often derive results ...

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