Exam 3: Numerical Methods for Describing Data Distributions

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The accompanying data are consistent with summary statistics in a paper investigating the effect of the shape of drinking glasses. The data are the actual amount (in ml) poured into a tall, slender glass by individuals asked to pour 1.5 ounces (44.3 ml) into the glass. Compute the values of the mean and standard deviation. ​ The accompanying data are consistent with summary statistics in a paper investigating the effect of the shape of drinking glasses. The data are the actual amount (in ml) poured into a tall, slender glass by individuals asked to pour 1.5 ounces (44.3 ml) into the glass. Compute the values of the mean and standard deviation. ​   ​

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The mean is the middle value of an ordered data set.

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The mean number of text messages sent per month by customers of a cell phone service provider is 1,850, and the standard deviation is 800. Find the z-score associated with 3,000 messages sent. ​

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A common topic of study among biologists who study social insects is colony integration, i.e. the ways members of a society interact with and influence each other. Previous research suggests that the queen of a wasp nest seems to encourage worker activity. That research is anecdotal, and quantitative information is lacking. The following data were gathered from wasp nests in California and Iowa. The nests were studied very early in their development, so each wasp could be individually identified using standard marking procedures, and their activity levels monitored reliably. The table below contains the proportions of time spent on the nest for 12 randomly selected colonies in Iowa. (The colony numbers are for identification in the table only.) There is only one queen per nest, so the proportion is for her only. The workers proportion is the average proportion for all the worker bees in the nest. A common topic of study among biologists who study social insects is colony integration, i.e. the ways members of a society interact with and influence each other. Previous research suggests that the queen of a wasp nest seems to encourage worker activity. That research is anecdotal, and quantitative information is lacking. The following data were gathered from wasp nests in California and Iowa. The nests were studied very early in their development, so each wasp could be individually identified using standard marking procedures, and their activity levels monitored reliably. The table below contains the proportions of time spent on the nest for 12 randomly selected colonies in Iowa. (The colony numbers are for identification in the table only.) There is only one queen per nest, so the proportion is for her only. The workers proportion is the average proportion for all the worker bees in the nest.   ​ (a)Construct a comparative (back to back) stem & leaf plot of the proportions of time spent on the nest by Queens, and by Workers for these colonies. (b)Using your plot in part (a), describe the differences and similarities in the distributions of the proportion of time spent on the nest by workers and queens. ​ (a)Construct a comparative (back to back) stem & leaf plot of the proportions of time spent on the nest by Queens, and by Workers for these colonies. (b)Using your plot in part (a), describe the differences and similarities in the distributions of the proportion of time spent on the nest by workers and queens.

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Suppose that the distribution of weekly water usage for single-family homes in a particular city is mound shaped and approximately symmetric. The mean is 1,300 gallons, and the standard deviation is 200 gallons. ​ What is the approximate value of the 98th percentile? ​

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Data on tipping percent for 20 restaurant tables are: ​ Data on tipping percent for 20 restaurant tables are: ​   ​ Compute the value of the median for the above data set. ​ ​ Compute the value of the median for the above data set. ​

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To compare the average weekly earnings of full-time wages of male and female workers, twenty men and twenty women were selected. The following table contains average weekly wages of each person in the current month. To compare the average weekly earnings of full-time wages of male and female workers, twenty men and twenty women were selected. The following table contains average weekly wages of each person in the current month.   Use boxplot to make comparisons between weekly salary for man and woman.  Use boxplot to make comparisons between weekly salary for man and woman. To compare the average weekly earnings of full-time wages of male and female workers, twenty men and twenty women were selected. The following table contains average weekly wages of each person in the current month.   Use boxplot to make comparisons between weekly salary for man and woman.

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For any given data set, the median must be greater than or equal to the lower quartile, and less than or equal to the upper quartile.

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The questions below refer to decisions made by statisticians and referred to in the text. Answer each of the following questions in a few sentences: (a)Why wasThe questions below refer to decisions made by statisticians and referred to in the text. Answer each of the following questions in a few sentences: (a)Why was  rather than   chosen to be used in building the formula for the variance? (b)Why is s more commonly used than s<sup>2</sup> as a more useful measure of variability? (c)Why was   chosen over   when using s<sup>2</sup> to estimate σ<sup>2</sup>? (d)What factor should be considered when choosing between the median or mean as a description of the center of a data set? rather than The questions below refer to decisions made by statisticians and referred to in the text. Answer each of the following questions in a few sentences: (a)Why was  rather than   chosen to be used in building the formula for the variance? (b)Why is s more commonly used than s<sup>2</sup> as a more useful measure of variability? (c)Why was   chosen over   when using s<sup>2</sup> to estimate σ<sup>2</sup>? (d)What factor should be considered when choosing between the median or mean as a description of the center of a data set? chosen to be used in building the formula for the variance? (b)Why is s more commonly used than s2 as a more useful measure of variability? (c)Why was The questions below refer to decisions made by statisticians and referred to in the text. Answer each of the following questions in a few sentences: (a)Why was  rather than   chosen to be used in building the formula for the variance? (b)Why is s more commonly used than s<sup>2</sup> as a more useful measure of variability? (c)Why was   chosen over   when using s<sup>2</sup> to estimate σ<sup>2</sup>? (d)What factor should be considered when choosing between the median or mean as a description of the center of a data set? chosen over The questions below refer to decisions made by statisticians and referred to in the text. Answer each of the following questions in a few sentences: (a)Why was  rather than   chosen to be used in building the formula for the variance? (b)Why is s more commonly used than s<sup>2</sup> as a more useful measure of variability? (c)Why was   chosen over   when using s<sup>2</sup> to estimate σ<sup>2</sup>? (d)What factor should be considered when choosing between the median or mean as a description of the center of a data set? when using s2 to estimate σ2? (d)What factor should be considered when choosing between the median or mean as a description of the "center" of a data set?

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The Territory of Iowa was initially surveyed in the 1830's. The surveyors were very careful to note the trees and vegetation; it was believed at that time that the richness of the soil could be measured by the density of trees encountered. The sample of hickory tree diameters from the original survey of what is now Linn County, Iowa, is presented in the stem and leaf plot below. The display uses five lines for each stem. Thus, "1t|" is the stem for diameters of 12 and 13, "1f|" for 14 and 15, "1s|" for 16 and 17, and so on. (The "t" then stands for leaves that are twos and threes, the "f" for leaves of fours and fives, etc.)The mean diameter of hickory trees in this sample is 11.849 inches, and the standard deviation is 3.995 inches. The Territory of Iowa was initially surveyed in the 1830's. The surveyors were very careful to note the trees and vegetation; it was believed at that time that the richness of the soil could be measured by the density of trees encountered. The sample of hickory tree diameters from the original survey of what is now Linn County, Iowa, is presented in the stem and leaf plot below. The display uses five lines for each stem. Thus, 1t| is the stem for diameters of 12 and 13, 1f| for 14 and 15, 1s| for 16 and 17, and so on. (The t then stands for leaves that are twos and threes, the f for leaves of fours and fives, etc.)The mean diameter of hickory trees in this sample is 11.849 inches, and the standard deviation is 3.995 inches.   ​ (a)What is the approximate diameter of a hickory tree at the 20th percentile in this distribution? (b)The Empirical Rule would suggest that 68% of hickory tree diameters are between what two values? ​ (a)What is the approximate diameter of a hickory tree at the 20th percentile in this distribution? (b)The Empirical Rule would suggest that 68% of hickory tree diameters are between what two values?

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The % by weight of the element Lead was calculated for the coins minted in Rome. Some of the summary statistics are given in the table below. The % by weight of the element Lead was calculated for the coins minted in Rome. Some of the summary statistics are given in the table below.   ​ (a)Describe a procedure that uses these some or all of these summary statistics to determine whether outliers are present in the data. (b)Using your procedure from part (a), determine if there are outliers in these data. ​ (a)Describe a procedure that uses these some or all of these summary statistics to determine whether outliers are present in the data. (b)Using your procedure from part (a), determine if there are outliers in these data.

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The dot plot below shows the annual salaries, in thousands of dollars, of a sample of non-management staff who work for a small banking company. The dot plot below shows the annual salaries, in thousands of dollars, of a sample of non-management staff who work for a small banking company.   Which of the following statistics would be the most reasonable estimate of the typical annual salary? Which of the following statistics would be the most reasonable estimate of the typical annual salary?

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Which of the five boxplots shown in figure corresponds to a data set with the 5-number summary below? ​ Minimum: 60 Lower Quartile: 69 Median: 76 Upper Quartile: 82 Maximum: 89 ​ Which of the five boxplots shown in figure corresponds to a data set with the 5-number summary below? ​ Minimum: 60 Lower Quartile: 69 Median: 76 Upper Quartile: 82 Maximum: 89 ​   ​

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Data on weekday exercise time (in minutes) for 20 males are shown below. Compute the interquartile range. ​ Male-Weekday Data on weekday exercise time (in minutes) for 20 males are shown below. Compute the interquartile range. ​ Male-Weekday   ​

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The variance is the positive square root of the standard deviation.

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The following nitrous oxide emissions (in thousands of tons) were recorded for the 48 states in the continental United States: ​ The following nitrous oxide emissions (in thousands of tons) were recorded for the 48 states in the continental United States: ​     ​ Use the above data to compute the values in the five-number summary. ​ The following nitrous oxide emissions (in thousands of tons) were recorded for the 48 states in the continental United States: ​     ​ Use the above data to compute the values in the five-number summary. ​ ​ Use the above data to compute the values in the five-number summary. ​

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The interquartile range is resistant to the effect of outliers.

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