Exam 2: Describing Data With Numerical Measures

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Measures of variability describe typical values in the data.

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According to Tchebysheff's Theorem, at least 96% of observations should fall within 5 standard deviations of the mean.

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A random sample from an unknown population had a sample standard deviation of zero. Which one of the following is a reasonable conclusion?

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Which of the following statements is true?

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While Tchebysheff's Theorem applies to any distribution, regardless of shape, the empirical rule applies only to distributions that are mound-shaped.

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In a mound-shaped distribution, there is no difference in the values of the mean, and median.

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The larger the values of the sample variance The larger the values of the sample variance   and sample standard deviation s, the greater the variability in the data. and sample standard deviation s, the greater the variability in the data.

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The range is considered the weakest measure of variability.

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If the variability of a set of data is very small, then the sample variance may be negative.

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The median is a measure of center that divides an ordered array of data into two halves; if the data are arranged in ascending order from smallest to largest, all the observations below the median are smaller than or equal to it, while all the observations above the median are equal to it or larger.

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If the distribution of sales is thought to be symmetric with very little variation, then:

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When all the numbers in the data set are the same, the standard deviations must be zero.

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Tchebysheff's Theorem gives a lower bound to the fraction of measurements to be found in an interval constructed as Tchebysheff's Theorem gives a lower bound to the fraction of measurements to be found in an interval constructed as   . .

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A graphical device that highlights the highest and lowest values in a data set, along with a number of other key observations in an ordered array of the data, such as the upper quartile, the middle value (or median), and the lower quartile, is called:

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In assembling a home appliance, workers generally finish the process within 30 minutes to one hour. Occasionally, due to system failures, the assembly process takes a long time, possibly as long as 4 to 5 hours. What is the most appropriate measure of central tendency to use in this case if you want the measure to be representative of most of the observed times? ______________ Why is it the most appropriate measure? ________________________________________________________

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Assume that all employees of a community college received a $150 monthly raise. a. How would this affect the mean of salaries? ____________________________ b. How would this affect the standard deviation of salaries? __________________________________________

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Jessica has been keeping track of what she spends to eat out. The last week's expenditures for meals eaten out were $15.69, $15.95, $16.19, $20.91, $17.49, $24.53, and $17.66. The mean amount Jessica spends on meals is $18.35.

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The following data represent scores on a 15 point aptitude test: 8, 10, 15, 12, 14, and 13. a. Complete the sample mean for the original data. ______________ Subtract 5 from every observation and complete the sample mean for the new data. ______________ b. Complete the sample variance for the original data. ______________ Subtract 5 from every observation and complete the sample variance for the new data. ______________ c. What effect, if any, does subtracting 5 from every observation have on the sample mean and sample variance? ________________________________________________________

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Which one of the values below represents the upper quartile of the data set 10, 12, 16, 7, 9, 7, 41, and 14?

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The times required to service customers' cars at a repair shop are skewed to the right with a mean of 2.5 hours and a standard deviation of 0.75 hours. What can be said about the proportion of cars whose service time is either less than one hour or more than four hours?

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