[Solution Library] In the setting of the previous question, prove if lim _n \rightarrow ∞ S_n exists in probability then the limit exists a.s. if


Question: In the setting of the previous question, prove

  1. if \(\lim _{n \rightarrow \infty} S_{n}\) exists in probability then the limit exists a.s.
  2. if the \(\left(X_{i}\right)\) are identically distributed and if \(n^{-1} S_{n} \rightarrow 0\) in probability then \(n^{-1} \max _{m \leq n} S_{m} \rightarrow 0\) in probability.

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