Sunday, August 12, 2007

Power of the Histogram

The new CBS game show called "Power of 10" has contestants estimate what Americans think. The host of the game is comedian Drew Carey. One question posed to a contestant was "What percentage of Americans think Drew Carey is a presidential candidate and not a comedian?" The contestant must provide a guess. Low valued questions allow for a relatively large margin of error. For example, a $1000 question has a margin of error of 40%. The next power of 10 question for $10000 has a margin of error of 30% etc. up to $10,000,000 where the exact answer is required. One contestant has already won $1,000,000 on the show. To help them with their guesses contestants are given the results of an audience poll. This is given in the form of the histogram show above.

For the Drew Carey question, the modal guess is 10%, the mean and median are in the 20's.

By the way, the answer to the question above was 9%, well within the contestant's range of 2% to 42%. She won $1,000. Of course the audience's modal answer was much closer, showing the wisdom of crowds.

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