Let and suppose . Telescoping givesTo justify the Cesaro mean limit directly, choose so that for . The finite initial sum contributes at most , which tends to zero. The remaining terms contribute at most , and replacing by contributes . Consequently .
Take . Then , but alternates between and . Thus convergence of the scaled sequence does not imply convergence of its successive differences.
No. Take . For each fixed positive integer ,by continuity of the logarithm at . Yet , so is not a convergent sequence of real numbers. Vanishing differences at every fixed lag do not control the accumulation of many small increments.
Yes. The arbitrary variable-lag condition forces the Cauchy sequence property. Suppose otherwise. Then some has the property that, for every , there exist with . In particular, for each , choose such . By the triangle inequality, at least one satisfies or . That index must be strictly greater than , since the difference at itself is zero.
It follows that the following positive integer is defined for every :For this particular function, for every , contradicting the assumed limit zero. Therefore is a Cauchy sequence, and the completeness of the real numbers proves it converges to a finite real limit. This is convergence from arbitrary variable-lag increments; the quantifier over every function is much stronger than the fixed-lag condition in the previous part.
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