MCQ 11 Mark
Assertion (A): The proper measure of dispersion about the mean of a set of observations i.e. standard deviation is expressed as positive square root of the variance.
Reason (R): The units of individual observations $x _{ i }$ and the unit of their mean are different that of variance.
Reason (R): The units of individual observations $x _{ i }$ and the unit of their mean are different that of variance.
- ABoth A and R are true and R is the correct explanation of A.
- BBoth A and R are true but R is not the correct explanation of A.
- CA is true but R is false.
- DA is false but R is true.
Answer
View full question & answer→(a) Both A and R are true and R is the correct explanation of A .
Explanation: Assertion: In the calculation of variance, we find that the units of individual observations $x _{ i }$ and the unit of their mean $\bar{x}$ are different from that of variance, since variance involves the sum of squares of ( $x _{ i }-\bar{x}$ ).
For this reason, the proper measure of dispersion about the mean of a set of observations is expressed as positive square-root of the variance and is called standard deviation.
Explanation: Assertion: In the calculation of variance, we find that the units of individual observations $x _{ i }$ and the unit of their mean $\bar{x}$ are different from that of variance, since variance involves the sum of squares of ( $x _{ i }-\bar{x}$ ).
For this reason, the proper measure of dispersion about the mean of a set of observations is expressed as positive square-root of the variance and is called standard deviation.