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You can't tell from a single test if a stretch of 500 heads followed by 500 tails is non-random: you'd have to permute or at the very least replicate
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The 500H,500T sequence would be extremely good evidence of a non-random generation. By my reckoning, in any one trial of 500 tosses, you have about 1 chance in 100,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000 (== 10**50) of throwing all heads or all tails.

The odds of throwing the sequence are therefore about 1 in 10**100 - a googol. If that is not a good enough result, how would replicating the result help? You just change the odds to 1 in 10**200.

In reply to Re: Re: Testing for randomness by sandfly
in thread Testing for randomness by DrHyde

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