Suppose values taken by a random variable \( X \) are such that \( a \leq x_{i} \leq b \) , where \( x_{i} \) denotes the value of X in the \( i^{\text {th }} \) case for \( \mathrm{i}=1,2,3, \ldots \ldots, \mathrm{n} \) , then