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Q.

Let x1,x2,,xn be n observations, and let x¯ be their arithematic mean and σ2 be their variance.
Statement 1: Variance of 2x1,2x2,,2xn is 4σ2

Statement 2: Arithmetic mean of 2x1,2x2,,2xn is 4x¯

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a

Statement 1 is false, statement 2 is true

b

Statement 1 is true, statement 2 is true; statement 2 is a correct explanation for statement 1

c

Statement 1 is true, statement 2 is true; statement 2 is not a correct explanation for statement 1

d

Statement 1 is true, statement 2 is false

answer is D.

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Detailed Solution

Given that  x1,x2,,xn be n observations, and let x¯ be their arithematic mean and σ2 be their variance.
 

Then σ2=xi2nxin2

Variance of 2x1,2x2,.,2xn=2xi2n2xin2=4xi2nxin2=4σ2

Statement 1 is true.
A.M. of 2x1,2x2,,2xn=2x1+2x2++2xnn=2x1+x2++xnn=2x¯

Statement 2 is false.

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