Bottom line...When you buy back sharesYou're reducing the number of pieces of pie to divide the profits from ultimately....
Additionally, what has to be factored in is tha a company is aiming to grow....
If you buy back 10% of the shares at X, and earnings grow....Those increasing profits are divided by fewer shareholders thus greater...