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Statistics: Chapter 4 Review A – KEY 1. Describe when it is more accurate to use the median and IQR to measure the center and spread of a set of data opposed to using the mean and standard deviation. If a distribution is skewed or has outliers, use the median and IQR instead of mean and standard deviation. 2. Below are four histograms from www.shodor.org/interactivate. For each display, choose whether it more accurate to use the median and IQR, the mean and standard deviation, or either. Also estimate the mean and median for each using the histograms. College Math SAT scores Summarize with median and IQR. The median is approximately 500, with the mean slightly higher, perhaps approximately 520. Body Fat of 252 men Summarize with either median and IQR or mean and standard deviation. The median is approximately 18% body fat, with the mean slightly higher, perhaps 19% body fat. NBA Payrolls Summarize with median and IQR. The median is approximately $24 million, with the mean higher, perhaps $30 million. Horsepower of Cars Summarize with median and IQR. The median is approximately 90 horsepower, with the mean higher, perhaps 130 horsepower. 3. Imagine in the last histogram, if the car with the highest horsepower was “souped” up so that it now has 300 horsepower. How would each of the following summary statistics change: mean, median, range, IQR, and standard deviation? The mean, range, and standard deviation would all increase. The median and IQR would not change. 160 101 101 88 4. Here are the number of floors in the 16 tallest buildings of the world. On the back make a histogram of this data, find the five number summary, and write a full shape, center, spread description in context (use the W’s!!!) 4-28 88 88 96 80 69 102 78 70 Number of Floors in 16 Tallest Buildings 5 4 Frequency Min = 66 Q1 = 78.5 Median = 88 Q3 = 101.75 Max = 160. The distribution of the number of floors in the worlds 16 tallest buildings is roughly unimodal and slightly skewed to the left. The median number of floors is 88 and the IQR is 23.25 floors. The distribution contains an outlier (Burj Khalifa in Dubai, UAE) that has 160 floors. This is 50 floors more than the next highest number of floors. 88 66 110 103 3 2 1 0 80 100 120 Number of Floors Copyright © 2012 Pearson Education, Inc. Publishing as Addison-Wesley. 140 160