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Sum of first n positive integers = n (n+1)/2

Mean of first n positive integers, μ = (n+1)/2

Variance = ∑ (xi - μ)2/n

= ((1-μ)2+(2-μ)2+...+(n-μ)2)/n

= (12 + 22+ ....+n2)/n + μ2 - (2μ + 4μ + 6μ +.....+2nμ)/n 

= (n+1)(2n+1)/6 + (n+1)2/4 - μ(n+1)

= (n+1)(2n+1)/6 + (n+1)2/4 - (n+1)2/2

= (n+1)(2n+1)/6 - (n+1)2/4

= (2(n+1)(2n+1) - 3(n+1)2)/12

= (n+1) [4n+2 - 3n -3]/12

= (n+1)(n-1)/12

= (n2-1) / 12

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