For a long time, I thought that there are statistics experts that know how to do statistics in the best way. Now I realize that it's an open problem, and it is exactly the problem machine learning is trying to solve.
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Find "it". Lots of functions explain the data!
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Infinitely many do. Some do better than others. Among those that do it best, some have lower Kolmogoroff complexity than others.
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