m = cumsum(x) ./ [1:n]; % running mean x2= cumsum(x.^2) ./ [1:n]; % running squares dev = sqrt(x2 - m .* m) dev = 0.00000 1.00000 0.94281 0.86603 0.97980 1.00000 1.39971 2.00000