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MAD Is Equal to the Square Root of MSE

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MAD is equal to the square root of MSE.


Definitions:

Individual Coefficient

A specific value that quantifies some type of relationship in mathematical or statistical models.

Standard Error

The standard deviation of the sample distribution of a statistic, often used to estimate the precision of sample means.

F-statistic

A ratio of variances that is used to test the overall significance of a multiple regression model; it compares model fit versus random variance.

Coefficient of Determination

A statistical measure used to analyze how differences in one variable can be predicted by a difference in a second variable.

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