382 CHAPTER 6 Putting Statistics to Work 21. Pizza Deliveries. After recording the pizza delivery times for two different pizza shops, you conclude that one pizza shop has a mean delivery time of 45 minutes with a standard deviation of 3 minutes. The other shop has a mean delivery time of 42 minutes with a standard deviation of 20 minutes. Interpret these figures. If you liked the pizzas from both shops equally well, which one would you order from? Why? 16. The table below gives the average state and local sales tax rates in six coastal states and six noncoastal states. Coastal States Noncoastal States CA 8.13% DE 0% MA 6.25% IL 8.27% MD 6.00% KS 8.26% NH 0% 22. Airline Arrival Times. Two airlines have data on the arrival times of their flights. An arrival time of +2 minutes means the flight arrived 2 minutes early. An arrival time of -5 minutes means the flight arrived 5 minutes late. Skyview Airlines has a mean arrival time of 0.5 minute with a standard deviation of 9.6 minutes. SkyHigh Airlines has a mnean arrival time of -5 minutes with a standard deviation of 4.0 minutes. MN 7.18% NY 8.48% ND 6.28% WA 8.79% ОН 6.78% Source: Tax Foundation 17. Researchers at the Pennsylvania State University conducted experiments with poplar trees in which òne group of trees was given fertilizer and irrigation while the other group was. given no treatment. The weights in kilograms of trees in the two groups are'as follows: Explain the meaning of these figures and why they would affect your choice of airlines. 23. Portfolio Standard Deviation. The book Investments by Zvi Bodie, Alex Kane, and Alan Marcus claims that the returns for investment portfolios with a single stock have a standard deviation of 0.55, while the returns for portfolios with 32 stocks have a standard deviation of 0.325. Explain how the standard deviation measures the risk in these two types of portfolios. 24. Defect Rates. Two factories each produce 1000 computer chips per day. In Factory A, the mean number of defective chips per day is 3 with a standard deviation of 2.5. In Factory B, the mean number of defective chips per day is 4 with a standard deviation of 0.5. Use these figures to either defend or discredit the claim that Factory A has a more reliable manufacturing process. No treatment: 0.15 0.02 0.16 0.37 0.22 Treatment: 2.03 0.27 0.92 1.07 2.38 18. The following data sets give the approximate lengths of Beethoven's nine symphonies and Mahler's nine symphonies (in minutes). Beethoven: 28 36 50 33 30 40 38 26 68 Mahler: 52 85 94 50 72 72 80 90 80 25. Batting Standard Deviation. For the past 100 years, the méan batting average in the major leagues has remained fairly constant at about .260. However, the standard deviation of batting averages has decreased from about .049 in the 1870s to .031 at present. What does this tell us about the batting averages of players? Based on these facts, would you expect batting averages above .350 to be more or less common today than in the past? Explain. FURTHER APPLICATIONS Cnive five
Inverse Normal Distribution
The method used for finding the corresponding z-critical value in a normal distribution using the known probability is said to be an inverse normal distribution. The inverse normal distribution is a continuous probability distribution with a family of two parameters.
Mean, Median, Mode
It is a descriptive summary of a data set. It can be defined by using some of the measures. The central tendencies do not provide information regarding individual data from the dataset. However, they give a summary of the data set. The central tendency or measure of central tendency is a central or typical value for a probability distribution.
Z-Scores
A z-score is a unit of measurement used in statistics to describe the position of a raw score in terms of its distance from the mean, measured with reference to standard deviation from the mean. Z-scores are useful in statistics because they allow comparison between two scores that belong to different normal distributions.
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