In probability theory, Kolmogorov's two-series theorem is a result about the convergence of random series. It follows from Kolmogorov's inequality and is used in one proof of the strong law of large numbers.
Contents
Statement of the theorem
Let
Proof
Assume WLOG
For every
Thus, for every
While the second inequality is due to Kolmogorov's inequality.
By the assumption that