Let Xn→pXX_n \xrightarrow{p} XXnpX. Does this imply E[Xn]→E[X]E[X_n] \to E[X]E[Xn]→E[X] always?
Yes, always by convergence in probability
Only if moments are bounded
Only with uniform boundedness condition
Not necessarily