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It is important to not take this concept too far. The rise in stock indices over the last 100 years is not random.

I am planning on reading the following books:

2 books by Nassim Nicholas Taleb: "Fooled by randomness" and "The black swan: the impact of the highly improbable"

you may want to check it out too...
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