Let r be the range and `S^(2)=(1)/(n-1) sum_(i=1)^(n) (x_(i)-overline(x))^(2)` be the SD of a set of observations `x_(1),x_(2),.., x_(n)`, then

Question

Let r be the range and `S^(2)=(1)/(n-1) sum_(i=1)^(n) (x_(i)-overline(x))^(2)` be the SD of a set of observations `x_(1),x_(2),.., x_(n)`, then

Let r be the range and `S^(2)=(1)/(n-1) sum_(i=1)^(n) (x_(i)-overline(x))^(2)` be the SD of a set of observations `x_(1),x_(2),.., x_(n)`, then
A. `S le r sqrt((n)/(n-1))`
B. `S=r sqrt((n)/(n-1))`
C. `S ge r sqrt((n)/(n-1))`
D. None of these

Monjur Alahi

4 views

2025-01-04 04:42

1 Answers

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Salim Ahmed Kawsar · Accepted Answer · 2023-02-05T15:29:48+06:00

Correct Answer - A
We have r=max `|x_(i)-x_(j)|`
and `S^(2)=(1)/(n-1) underset(i=1)overset(n)(sum)(x_(i)-overline(x))^(2)`
Now, `(x_(i)-overline(x))^(2)=(x_(i)-(x_(1)+x_(2)+..+x_(n))/(n))^(2)`
`=(1)/(n^(2))[(x_(i)-x_(1))+(x_(i)-x_(2))+..+(x_(i)-x_(i)-1)+(x_(i)-x_(1)+1)+..+(x_(i)-x_(n))] le (1)/(n^(2))[(n-1)r]^(2) " " [because]x_(i)-x_(j)|le r|`
`(x_(i)-overline(x))^(2) le r^(2)`
`implies underset(i=1)overset(n)(sum)(x_(i)overline(x))^(2) le nr^(2)`
`implies (1)/(n-1) underset(i=1)overset(n)(sum)(x_(i)-overline(x))^(2) le(nr^(2))/((n-1))`
`implies S^(2) le (nr^(2))/((n-1))`
`implies S le r sqrt((n)/(n-1))`