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SOLUTIONS TO MIDTERM 1 VERSION 1 1) The range is the largest value minus the smallest value, 161=15. Answer is D. 2) The answer is E. You should be able to see this without actually calculating the sample standard deviation. Note that the sample standard deviation can never be negative, it isn’t zero unless all the values are the same, .001 is clearly too small and 15 is clearly too large. (Think about the empirical rule). 3) The median is zero, and the interquartile range is also zero. The mean is slightly greater than zero. The sample standard deviation is also slightly greater than zero. The range is 1. Answer is B. 4) Since the sample standard deviation is zero, the values must all be the same. Since the median is 3, the common value of all the data points must be 3. Therefore, the sample mean is 3. Answer is C. 5) Since all values in the data set are equal to 3, the interquartile range is 0. (The 75’th percentile is 3, and the 25’th percentile is also 3). Answer is A. 6) The original data set had 10 values, all equal to 3, so they added to 30. The new data set has 11 data points, summing up to 30+25=55. The mean is 55/11=5. Answer is A. 7) Answer is B, since if we change a point which is between the highest and lowest values, the range may stay the same. In the data set {0,5,10}, if we change the 5 to a 7, the range remains unchanged at 10. 8) Answer is C. Since it’s possible that both consumer confidence and consumer spending will drop next year, we conclude that the events are not mutually exclusive. Note that the events are not independent, since if we know that consumer confidence will drop, this makes it more likely that spending will drop as well. The events are not complements of each other, since knowing that consumer confidence will not drop is not the same thing as knowing that spending will drop. 9) Answer is E. “At Least Two Heads” means “Two Heads or Three Heads”. The events A and B are not mutually exclusive, since they can occur simultaneously if we get three heads. A and B are not independent, since if we know that A did not occur, then this makes it impossible for B to occur. So A contains information about B. A and B are not complements of each other. We have A ={Zero Heads or One Head}, which is not the same as B. 10) There are eight equally likely possibilities, HHH, HHT, HTH, THH, HTT, THT, TTH, TTT. Of these, four give at least two heads. (They are HHH, HHT, HTH, THH). So the probability of getting at least two heads is 4/8=1/2. Answer is B. 11) The event AB is the same as B here, since the only way we can get both A and B to occur simultaneously is to get three heads. Therefore, P(AB)=P(B)=1/8. (HHH is the only possibility). Answer is D. 12) P(B|A)=P(BA)/P(A)=(1/8)/(1/2)=2/8=1/4. Answer is B. 13) The addition rule is P(AB)=P(A)+P(B) P(AB). Rearranging this formula gives P(AB)= P(A)+P(B) P(AB)=.4+.7.8=.3. Answer is D. You cannot just multiply P(A) and P(B) together, since A and B are not independent. How do we know they can’t be independent? Because when we calculated P(AB) above, we got something different than P(A)P(B). 14) There are three distinct possibilities: The price either goes up, goes down or remains unchanged. The event B is the same as {Price goes up or remains unchanged}. That is, B=AC. Since A and C are mutually exclusive (the price can’t go up AND remain unchanged), we get P(B)=P(A)+P(C), so that P(A)=P(B) P(C)=.7.1=.6. Answer is C. 15) The event AB is the same as B, that is, the price goes up or remains unchanged. So P(AB)=P(B)=.7. Answer is D.