Higher math and statistics/probability

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So I've heard that certain areas of statistics and probability use manifolds and results from analysis and topology.

Given that I lack the background to see where manifolds would become useful in these fields, I was wondering if someone could provide me with an example illustrating their application.

Thanks in advance