Cramér's decomposition theorem

Cramér's decomposition theorem is a result in probability theory. It is well known that if random variables ξ 1 {\displaystyle \xi _{1}} and ξ 2 {\displaystyle \xi _{2}} are independent and normally distributed, then their sum is also normally distributed.