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The RMSD is a square root of Mean Square Error (MSE) between the datasets of a given variable 

LaTeX Math Inline
bodyx
 and its estimator 
LaTeX Math Inline
body\hat x
:.

The key benefit of using RMSD instead of MSE is that it is expressed in the same units as the base property (

LaTeX Math Inline
bodyx
) while MSE is expressed in square units of the base property.

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