By: Connie Saltzman, Brandi Kaminski, & Joe Muller The Magic 8 Ball has been used for fortune telling since its creation by Tyco in It is a hollow, plastic sphere resembling an oversized, black and white 8-ball. The fortunes are given by a white plastic die in the shape of an icosahedron, floating in a blue liquid, with answers to yes-no questions in raised letters on its 20 triangular faces. This is really how 8-balls are made. Not in a factory, but by wizards. We shook the 8-ball 80 times in the same two-hand manner to increase accuracy of our experiment and destroy lurking variables LURKING VARIABLES 50%-YES25%-AMBIGUOUS 25%-NO Signs point to yes. Yes. Most likely. Without a doubt. Yes definitely. As I see it, yes. You may rely on it. Outlook good. It is certain. It is decidedly so. Reply hazy, try again. Better not tell you now. Ask again later. Concentrate and ask again. Cannot predict now. My sources say no. Very doubtful. My reply is no. Outlook not so good. Don't count on it. After a series of 80 trials we found our responses to be close to the expected. The graph below is a comparison of our data to the expected. The no response had the largest difference in % between observed and expected. Ambiguous had very similar frequencies, and yes was in the middle. In general, the expected and observed responses were similar. 50% 25% 45% 24% 31% 1.SRS 2.Sample size is large enough that all expected counts > 5 Ho: the observed distribution of magic 8-ball responses fits that of the expected distribution Ha: the observed distribution of magic 8-ball responses does not fit that of the expected distribution Test Statistic: = (obs-exp) = (.45-.5) + ( ) + ( ) = 1.7 exp P-value = P( > 1.7) = tcdf(1.7, E99, 2) =.1156 df = 2 We fail to reject our Ho in favor of our Ha because our p-value is > =.05. We have sufficient evidence that the observed distribution of magic 8-ball responses fits our expected distribution. Answers sometimes got stuck, eliminating that shake Bubbles blurred responses, and additional shakes were needed Because of human error, shakes could not be exactly alike each time A magic 8-ball error has occurred. Do you wish to continue? Application? We expected our experimental conclusions to be very similar to that of the expected. Because we found the standard distribution of answers, and we used standard 8-balls, and we had a high n, there was no evident reason the distributions would not match. Magic 8-balls are very fun, but through our experiment we have come to the conclusion that they should not be believed and followed at all costs. The reason for this is that they are manufactured in factories, not by wizards, and they do not accurately signify ones fate. Shake the ball ONCE and remember your response. Raise your hand when I call it.