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The Law of Large Numbers means that as the number of observations of an outcome

ID: 3256005 • Letter: T

Question

The Law of Large Numbers means that as the number of observations of an outcome of a trial becomes larger the running mean of the relative frequency of the outcome of interest appears to settle down to a constant value, the probability of the outcome. You have just flipped a fair coin 7 times getting all heads. Does the coin owe you a tai1? The Law of Averages predicts you are due for a tail, but it is a myth. So, if using the same fair coin, no because the probability of a head on the next toss hasn't changed. Is a good hitter in baseball who has struck out the last six times due for a hit his next time up?

Explanation / Answer

No.

Reason Because the law of large numbers says nothing about short-run behaviour. Relative frequencies even out only in the long run, and this long run is really long. The so called law of averages (that an outcome of a random event that hasnt occurred in many trials is "due" to occur) doesnt exist at at all.

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