I notice a couple different versions of the law of large numbers, one that assumes finite mean, another that assumes finite absolute first moment. Are these equivalent?
I think we can argue one direction by triangle inequality: $|\mathbb{E}[X]|=|\int xdF(x)|\leq \int |x|dF(x)= \mathbb{E}[|X|]$,
but what about the converse?