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What does Chebyshev's rule say about the percentage of observations in any data set that lie within

(a) six standard deviations to either side of the mean?

(b) 1.5 standard deviations to either side of the mean?

Short Answer

Expert verified

(a) 97.2%of observations lie within 6standard deviations.

(b)55.55%of observations lie within 1.5standard deviations.

Step by step solution

01

Part (a) Step 1: Given Information

We are given that standard deviations are 6and we have to find out the percentage of observations in any data set that lie in it.

02

Part (a) Step 2: Explanation

The Chebyshev's rule state that the percentage of the observation lie with in x standard deviation is given by, (1-1x2)×100

where x is no of standard deviations.

and we are given that x=6.

Putting the value in formula,

we get, (1-162)×100=(1-136)×100

On solving we get 97.2%.

Hence,97.2%of observations lie with in the6standard deviations.

03

Part (b) Step 1: Given Information

We are given that standard deviations are 1.5and we have to find out the percentage of observations in any data set that lie in it.

04

Part (b) Step 2: Explanation

The Chebyshev's rule state that the percentage of the observation lie with in x standard deviation is given by, (1-1x2)×100

where x is no of standard deviations.

and we are given that x=1.5.

Putting the value in formula,

we get,(1-11.52)×100=(1-12.25)×100

On solving we get55.55%.

Hence, 55.55%of observations lie with in the 1.5standard deviations.

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