Statistics – Root Mean Square

Root Mean Square, RMS is defined as the square root of mean square where mean square is the arithmetic mean of the squares of numbers. RMS is also termed as the quadratic mean.

Formula

xrms=1n(x12+x22+…+xn2−−−−−−−−−−−−−−−−−−√xrms=1n(x12+x22+…+xn2

Where −

·        xixi = items under observation.

·        nn = total number of items.

Example

Problem Statement:

Compute the RMS of following data.

56789

Solution:

Step 1: Compute squares of each no.

x12+x22+…+xn2=62+72+82+92=36+49+64+81=230×12+x22+…+xn2=62+72+82+92=36+49+64+81=230

Step 2: Compute mean of squares of each no.

1n(x12+x22+…+xn2)=14(230)=2304=57.51n(x12+x22+…+xn2)=14(230)=2304=57.5

Step 3: Compute RMS by taking sqrt of means of squares.

xrms=1n(x12+x22+…+xn2−−−−−−−−−−−−−−−−−−√=57.5−−−−√=2304=7.58xrms=1n(x12+x22+…+xn2=57.5=2304=7.58

As a result, RMS is 7.587.58.

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