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root-mean-square (Definition)

If $ x_1,x_2,\ldots,x_n$ are real numbers, we define their root-mean-square or quadratic mean as

$\displaystyle R(x_1,x_2,\ldots,x_n)=\sqrt{\frac{x_1^2+x_2^2+\cdots+x_n^2}{n}}. $

The root-mean-square of a random variable X is defined as the square root of the expectation of $ X^2$:

$\displaystyle R(X)=\sqrt{E(X^2)} $

If $ X_1,X_2,\ldots,X_n$ are random variables with standard deviations $ \sigma_1,\sigma_2,\ldots,\sigma_n$, then the standard deviation of their arithmetic mean, $ \frac{X_1+X_2+\cdots+X_n}{n}$, is the root-mean-square of $ \sigma_1,\sigma_2,\ldots,\sigma_n$.



"root-mean-square" is owned by pbruin.
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See Also: arithmetic mean, geometric mean, harmonic mean, power mean, weighted power mean, arithmetic-geometric-harmonic means inequality, general means inequality, proof of general means inequality

Other names:  root mean square, rms, quadratic mean
Keywords:  mean, expectation
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Cross-references: arithmetic mean, standard deviations, expectation, square root, random variable, real numbers
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This is version 1 of root-mean-square, born on 2002-11-23.
Object id is 3618, canonical name is RootMeanSquare3.
Accessed 22562 times total.

Classification:
AMS MSC26-00 (Real functions :: General reference works )
 26D15 (Real functions :: Inequalities :: Inequalities for sums, series and integrals)

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