Q.Write true or false: The difference between the maximum and minimum values of a variable is called range. Or Write true or false: If 10 is added to each value of a variable, its standard deviation will remain unchanged.
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Start your 14-day free trial to unlock the full solution →Both statements are true: range is exactly max minus min, and standard deviation is invariant to adding a constant to every value.
Main statement - Range
Range is the simplest measure of dispersion, defined precisely as the difference between the largest (maximum) and the smallest (minimum) value in a set of observations: Range = L - S. This is exactly what the statement says, so it is TRUE.
Or - Effect of adding a constant on standard deviation
If a constant (here, 10) is added to EVERY value of a variable, the entire distribution simply shifts by that constant - but the MEAN also shifts by exactly the same constant (10), so every individual observation's DEVIATION FROM THE MEAN (xi - mean) remains completely unchanged. Since standard deviation depends only on these deviations (specifically, the square root of their average squared value), it is unaffected by such a shift - this is known as the 'independence of standard deviation from a change of origin'. (Standard de …
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