Deck 3: Numerical Descriptive Measures

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سؤال
Which of the following statistics is not a measure of central tendency?

A) mode
B) median
C) Q3
D) arithmetic mean
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سؤال
When extreme values are present in a set of data, which of the following descriptive summary measures are most appropriate?

A) variance and interquartile range
B) arithmetic mean and standard deviation
C) interquartile range and median
D) CV and range
سؤال
Which descriptive summary measures are considered to be resistant statistics?

A) the interquartile range and range
B) the arithmetic mean and standard deviation
C) the mode and variance
D) the median and interquartile range
سؤال
In general, which of the following descriptive summary measures cannot be easily approximated from a boxplot?

A) the variance
B) the median
C) the interquartile range
D) the range
سؤال
According to the Chebyshev rule, at least what percentage of the observations in any data set are contained within a distance of 2 standard deviations around the mean?

A) 88.89%
B) 75%
C) 67%
D) 95%
سؤال
According to the empirical rule, if the data form a "bell-shaped" normal distribution, percent of the observations will be contained within 3 standard deviations around the arithmetic mean.

A) 99.7
B) 68.26
C) 95.0
D) 75.00
سؤال
In right-skewed distributions, which of the following is the correct statement?

A) The distance from Q1 to Q2 is smaller than the distance from Q2 to Q3.
B) The arithmetic mean is smaller than the median.
C) The mode is larger than the arithmetic mean.
D) The distance from Q1 to Q2 is larger than the distance from Q2 to Q3.
سؤال
In left-skewed distributions, which of the following is the correct statement?

A) The distance from Q1 to Q3 is twice the distance from the Q1 to Q2.
B) The distance from the smallest observation to Q1 is larger than the distance from Q3 to the largest observation.
C) The distance from the smallest observation to Q2 is smaller than the distance from Q2 to the largest observation.
D) The distance from Q1 to Q2 is smaller than the distance from Q2 to Q3.
سؤال
The smaller the spread of scores around the arithmetic mean

A) the smaller the standard deviation.
B) the smaller the interquartile range.
C) the smaller the coefficient of variation.
D) all of the above
سؤال
Which of the following is the easiest to compute?

A) the median
B) the mode
C) the geometric mean
D) the arithmetic mean
سؤال
According to the Chebyshev rule, at least 93.75% of all observations in any data set are contained within a distance of how many standard deviations around the mean?

A) 1
B) 2
C) 3
D) 4
سؤال
According to the Chebyshev rule, at least 75% of all observations in any data set are contained within a distance of how many standard deviations around the mean?

A) 1
B) 2
C) 3
D) 4
سؤال
Which measure of central tendency can be used for both numerical and categorical variables?

A) geometric mean
B) median
C) arithmetic mean
D) mode
سؤال
According to the empirical rule, if the data form a "bell-shaped" normal distribution, _________percent of the observations will be contained within 2 standard deviations around the arithmetic mean.

A) 93.75
B) 95.44
C) 68.26
D) 88.89
سؤال
TABLE 3-1
Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:
60616263646566686869707373747576768181828687899092\begin{array} { l l l l l l l l l l l l l } 60 & 61 & 62 & 63 & 64 & 65 & 66 & 68 & 68 & 69 & 70 & 73 & 73 \\74 & 75 & 76 & 76 & 81 & 81 & 82 & 86 & 87 & 89 & 90 & 92\end{array}

-Referring to Table 3-1, identify which of the following is the correct statement.

A) The middle 50% of the senior citizens sampled are between 65.5 and 73.0 years of age.
B) 25% of the senior citizens sampled are older than 81.5 years of age.
C) One fourth of the senior citizens sampled are below 64 years of age.
D) All of the above are correct.
سؤال
In a right-skewed distribution

A) the median is less than the arithmetic mean.
B) the median equals the arithmetic mean.
C) the median is larger than the arithmetic mean.
D) none of the above
سؤال
In a perfectly symmetrical bell-shaped "normal" distribution

A) the arithmetic mean equals the mode.
B) the arithmetic mean equals the median.
C) the median equals the mode.
D) all of the above
سؤال
In perfectly symmetrical distributions, which of the following is not a correct statement?

A) The distance from the smallest observation to Q2 is the same as the distance from Q2 to the largest observation.
B) The distance from the smallest observation to Q1 is the same as the distance from Q3 to the largest observation.
C) The distance from Q1 to Q3 is half of the distance from the smallest to the largest observation.
D) The distance from Q1 to Q2 equals to the distance from Q2 to Q3.
سؤال
Which of the following is sensitive to extreme values?

A) the arithmetic mean
B) the median
C) the interquartile range
D) the 1st quartile
سؤال
According to the empirical rule, if the data form a "bell-shaped" normal distribution, percent of the observations will be contained within 1 standard deviation around the arithmetic mean.

A) 93.75
B) 88.89
C) 75.00
D) 68.26
سؤال
Which of the following statements about the median is not true?

A) It is equal to Q2.
B) It is a measure of central tendency.
C) It is more affected by extreme values than the arithmetic mean.
D) It is equal to the mode in bell-shaped "normal" distributions.
سؤال
TABLE 3-1
Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a
survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health
insurance. The ages of 25 uninsured senior citizens were as follows:

60616263646566686869707373747576768181828687899092 \begin{array}{lllllllllllll}60 & 61 & 62 & 63 & 64 & 65 & 66 & 68 & 68 & 69 & 70 & 73 & 73 \\ 74 & 75 & 76 & 76 & 81 & 81 & 82 & 86 & 87 & 89 & 90 & 92 & \end{array}


-Referring to Table 3-4, the five-number summary for the data in the customs sample consists of ____, ____ , _____, ______, and ____ .

سؤال
TABLE 3-2
The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
111523291922212015251711\quad15\quad23\quad29\quad19\quad22\quad21\quad20\quad15\quad25\quad17

-Referring to Table 3-2, the range in the carbohydrate amounts is ____grams.
سؤال
TABLE 3-2
The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
111523291922212015251711\quad15\quad23\quad29\quad19\quad22\quad21\quad20\quad15\quad25\quad17

-Referring to Table 3-2, the coefficient of variation of the carbohydrate amounts is _____percent.
سؤال
TABLE 3-9
In the 2002- 2003 academic year, many public universities in the United States raised tuition and fees due to a decrease in state subsidies. The change in the cost of tuition, a shared dormitory room, and the most popular meal plan from the 2001- 2002 academic year for a sample of 10 public universities were as follows: $1589, $593, $1223, $869, $423, $1720, $708, $1425, $922 and $308.

-Referring to Table 3-9, are the data skewed? If so, how?
سؤال
 TABLE 3-7 \text { TABLE 3-7 } Given below is the frequency distribution of the 12-month rate of return achieved by 30 stocks.
 12- month Rate of Return Number of Funds 0.10 but less th an 0.030.0 but less th an 0.150.1 but less th 0.260.2 but less th 0.3100.3 but less than 0.46\begin{array}{cc}\hline \begin{array}{c}\text { 12- month Rate of Return} \\\end{array} & \text { Number of Funds } \\\hline-0.10 \text { but less th an } 0.0 & 3 \\0.0 \text { but less th an } 0.1 & 5 \\0.1 \text { but less th } 0.2 & 6 \\0.2 \text { but less th } 0.3 & 10 \\0.3 \text { but less than } 0.4 & 6 \\\hline\end{array}


-Referring to Table 3-7, what is the approximate standard deviation?
سؤال
  In the 2002- 2003 academic year, many public universities in the United States raised tuition and fees due to a decrease in state subsidies. The change in the cost of tuition, a shared dormitory room, and the most popular meal plan from the 2001- 2002 academic year for a sample of 10 public universities were as follows: $1589, $593, $1223, $869, $423, $1720, $708, $1425, $922 and $308. Referring to Table 3-9, what is the standard deviation of the change in the cost?<div style=padding-top: 35px>
In the 2002- 2003 academic year, many public universities in the United States raised tuition and fees due to a decrease in state subsidies. The change in the cost of tuition, a shared dormitory room, and the most popular meal plan from the
2001- 2002 academic year for a sample of 10 public universities were as follows: $1589, $593, $1223, $869, $423, $1720, $708,
$1425, $922 and $308.
Referring to Table 3-9, what is the standard deviation of the change in the cost?
سؤال
TABLE 3-12
The population of eight analysts at a software firm were asked to estimate the reuse rate when developing a new software system. The following data are given as a percentage of the total code written for a software system that is part of the reuse database.
50, 62.5, 37.5, 75.0, 45.0, 47.5, 15.0, 25.0
Referring to Table 3-12, what is the mean percentage of the total code that is part of the reuse database?
سؤال
 TABLE 3-2 \text { TABLE 3-2 } The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
111523291922212015251711\quad15\quad23\quad29\quad19\quad22\quad21\quad20\quad15\quad25\quad17


-Referring to Table 3-2, the arithmetic mean carbohydrates in this sample is _____grams.
سؤال
Which of the following is not a measure of central tendency?

A) the interquartile range
B) the arithmetic mean
C) the mode
D) the geometric mean
سؤال
According to the Chebyshev rule, at least what percentage of the observations in any data set are contained within a distance of 3 standard deviations around the mean?

A) 99.7%
B) 88.89%
C) 75%
D) 67%
سؤال
 TABLE 3-2 \text { TABLE 3-2 } The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
111523291922212015251711\quad15\quad23\quad29\quad19\quad22\quad21\quad20\quad15\quad25\quad17


-Referring to Table 3-2, the variance of the carbohydrate amounts is_______ (grams squared).
سؤال
TABLE 3-3
The stem-and-leaf display below represents the number of vitamin supplements sold by a health food store in a sample of 16 days.
 Stem Leaves  1H 99 2L 0023 2H 567 3L 034 3H 568 4L 1\begin{array}{ll}\hline \text { Stem}&\text { Leaves } \\\hline \text { 1H } & 99 \\\text { 2L } & 0023 \\\text { 2H } & 567 \\\text { 3L } & 034 \\\text { 3H } & 568 \\\text { 4L } & 1\\\hline \end{array}
Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 448, the sum of the squares of the observations is 13,356, and the sum of the squared differences between each observation and the mean is 812.

-Referring to Table 3-3, the coefficient of variation of the number of vitamin supplements sold in this sample is_________ percent.
سؤال
In a perfectly symmetrical distribution

A) the range equals the interquartile range.
B) the median equals the arithmetic mean.
C) the interquartile range equals the arithmetic mean.
D) the variance equals the standard deviation.
سؤال
Which of the arithmetic mean, median, mode, and geometric mean are resistant measures of central tendency?

A) the arithmetic mean and median only
B) the median and mode only
C) the arithmetic mean and mode only
D) the mode and geometric mean only
سؤال
TABLE 3-1
Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a
survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health
insurance. The ages of 25 uninsured senior citizens were as follows:

60616263646566686869707373747576768181828687899092 \begin{array}{lllllllllllll}60 & 61 & 62 & 63 & 64 & 65 & 66 & 68 & 68 & 69 & 70 & 73 & 73 \\ 74 & 75 & 76 & 76 & 81 & 81 & 82 & 86 & 87 & 89 & 90 & 92 & \end{array}


-Referring to Table 3-1, identify the median age of the uninsured senior citizens.
سؤال
Which of the following is not sensitive to extreme values?

A) the range
B) the standard deviation
C) the coefficient of variation
D) the interquartile range
سؤال
TABLE 3-4
The stem-and-leaf display below represents the number of cargo manifests approved by customs inspectors of the Port of New York in a sample of 35 days.
 Stem  Leaves 1H678892 L00111222233334442H55666788993 L1122\begin{array}{ll}\hline\text { Stem }&\text { Leaves } \\\hline1 \mathrm{H} & 67889 \\2 \mathrm{~L} & 0011122223333444 \\2 H & 5566678899 \\3 \mathrm{~L} & 1122 \\\hline\end{array}
Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 838, the sum of the squares of the observations is 20,684, and the sum of the squared differences between each observation and the mean is 619.89.

-Referring to Table 3-4, the first quartile of the customs data is_____ .
سؤال
 TABLE 3-1 \text { TABLE 3-1 } Healthcare issues are receiving muchattentionin bothacademic and political arenas. A sociologistrecently conducted a survey of citizens over 60 years of age whose net worthis too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows: 60616263646566686869707373747576768181828687899092\begin{array} { l l l l l l l l l l l l l } 60 & 61 & 62 & 63 & 64 & 65 & 66 & 68 & 68 & 69 & 70 & 73 & 73 \\74 & 75 & 76 & 76 & 81 & 81 & 82 & 86 & 87 & 89 & 90 & 92\end{array}

-Referring to Table 3-1, identify which of the following is the correct statement.

A) The average age of senior citizens sampled is 73.5 years of age.
B) One fourth of the senior citizens sampled are below 65.5 years of age.
C) The middle 50% of the senior citizens sampled are between 65.5 and 73.0 years of age.
D) All of the above are correct.
سؤال
TABLE 3-5
The rate of return of a Fortune 500 company over the past 15 years are: 3.17%, 4.43%, 5.93%, 5.43%, 7.29%, 8.21%, 6.23%,
5.23%, 4.34%, 6.68%, 7.14%, -5.56%, -5.23%, -5.73%, -10.34%
Referring to Table 3-5, what is the shape of the distribution for the rate of return?
سؤال
  The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.   Referring to Table 3-2, construct a boxplot for the carbohydrate amounts.<div style=padding-top: 35px> The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
  The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.   Referring to Table 3-2, construct a boxplot for the carbohydrate amounts.<div style=padding-top: 35px>
Referring to Table 3-2, construct a boxplot for the carbohydrate amounts.
سؤال
TABLE 3-9
In the 2002- 2003 academic year, many public universities in the United States raised tuition and fees due to a decrease in state subsidies. The change in the cost of tuition, a shared dormitory room, and the most popular meal plan from the
2001- 2002 academic year for a sample of 10 public universities were as follows: $1589, $593, $1223, $869, $423, $1720, $708,
$1425, $922 and $308.
Referring to Table 3-9, what are the five-number summary of the change in the cost?
سؤال
The 12-month rate of returns over a nine- year period of a particular stock is 0.099, - 0.289, 0.089, 0.226, 0.041, 0.161, 0.064, - 0.029 and 0.022. The geometric mean rate of return for this stock is ________.
سؤال
 TABLE 3-2 \text { TABLE 3-2 } The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
111523291922212015251711\quad15\quad23\quad29\quad19\quad22\quad21\quad20\quad15\quad25\quad17


-Referring to Table 3-2, the five-number summary of the carbohydrate amounts consists of_____,_____ ,_____ ,_____ , and ______.
سؤال
TABLE 3-6
The rate of return of an Internet Service Provider over a 10- year period are: 10.25%, 12.64%, 8.37%, 9.29%, 6.23%, 42.53%,
29.23%, 15.25%, 21.52%, -2.35%.
Referring to Table 3-6, compute the geometric mean rate of return.
سؤال
TABLE 3-8
Given below is the frequency distribution of the number of defective tomatoes in 50 different shipments.
TABLE 3-8 Given below is the frequency distribution of the number of defective tomatoes in 50 different shipments.   Referring to Table 3-8, what is the approximate mean number of defective tomatoes?<div style=padding-top: 35px>
Referring to Table 3-8, what is the approximate mean number of defective tomatoes?
سؤال
TABLE 3-11
The following table represents the assets in billions of dollars of the five largest bond funds.
Bond FundAssets (Billions $  Vanguard GNMA 19.5 Vanguard Total Bond Mkt. Index 16.8 Bond Fund of America A 13.7 Franklin Calif. Tax-Free Inc. A 12.8 Vanguard Short-Term Corp. 10.9\begin{array}{lr}\hline \text {Bond Fund}&\text {Assets (Billions \$ }\\\hline \text { Vanguard GNMA } & 19.5 \\\text { Vanguard Total Bond Mkt. Index } & 16.8 \\\text { Bond Fund of America A } & 13.7 \\\text { Franklin Calif. Tax-Free Inc. A } & 12.8 \\\text { Vanguard Short-Term Corp. } & 10.9\\\hline \end{array}


-Referring to Table 3-11, what are the variance and standard deviation for this population?
سؤال
TABLE 3-1
Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:
TABLE 3-1 Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:   Referring to Table 3-1, identify the third quartile of the ages of the uninsured senior citizens.<div style=padding-top: 35px>
Referring to Table 3-1, identify the third quartile of the ages of the uninsured senior citizens.
سؤال
 TABLE 3-6 \text { TABLE 3-6 } The rate of return of an Internet Service Provider over a 10- year period are: 10.25%, 12.64%, 8.37%, 9.29%, 6.23%, 42.53%,
29.23%, 15.25%, 21.52%, -2.35%.

-Referring to Table 3-6, construct a boxplot for the rate of return
سؤال
TABLE 3-7
Given below is the frequency distribution of the 12-month rate of return achieved by 30 stocks.
 12- month Rate of Return  Number of Funds 0.10 but less than 0.030.0 but less th an 0.150.1 but less than 0.260.2 but less than 0.3100.3 but less than 0.46\begin{array}{ll}\hline\text { 12- month Rate of Return } & \text { Number of Funds } \\\hline-0.10 \text { but less than } 0.0 & 3 \\0.0 \text { but less th an } 0.1 & 5 \\0.1 \text { but less than } 0.2 & 6 \\0.2 \text { but less than } 0.3 & 10 \\0.3 \text { but less than } 0.4 & 6 \\\hline\end{array}


-Referring to Table 3-7, what is the approximate mean rate of return?
سؤال
TABLE 3-10
The time period from 2000 to 2003 saw a great deal of volatility in the value of stocks. The data in the following table represent the total rate of return of the Dow Jones Industrial Index, the Standard & Poor's 500, the Russell 2000 Index, and the Wilshire 5000 Index from 2000 to 2003.
TABLE 3-10 The time period from 2000 to 2003 saw a great deal of volatility in the value of stocks. The data in the following table represent the total rate of return of the Dow Jones Industrial Index, the Standard & Poor's 500, the Russell 2000 Index, and the Wilshire 5000 Index from 2000 to 2003.   Referring to Table 3-10, calculate the geometric mean rate of return for the Standard & Poor's 500.<div style=padding-top: 35px>
Referring to Table 3-10, calculate the geometric mean rate of return for the Standard & Poor's 500.
سؤال
TABLE 3-4
The stem-and-leaf display below represents the number of cargo manifests approved by customs inspectors of the Port of New York in a sample of 35 days.
 Stem Leaves 1H678892 L00111222233334442H55666788993 L1122\begin{array}{ll}\hline\text { Stem}&\text { Leaves } \\\hline1 \mathrm{H} & 67889 \\2 \mathrm{~L} & 0011122223333444 \\2 \mathrm{H} & 5566678899 \\3 \mathrm{~L} & 1122 \\\hline\end{array}
Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 838, the sum of the squares of the observations is 20,684, and the sum of the squared differences between each observation and the mean is 619.89.

-Referring to Table 3-4, the interquartile range of the customs data is ____.
سؤال
  Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:   Referring to Table 3-1, identify the interquartile range of the ages of the uninsured senior citizens.<div style=padding-top: 35px>
Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:
  Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:   Referring to Table 3-1, identify the interquartile range of the ages of the uninsured senior citizens.<div style=padding-top: 35px>
Referring to Table 3-1, identify the interquartile range of the ages of the uninsured senior citizens.
سؤال
 TABLE 3-4 \text { TABLE 3-4 } The stem-and-leaf display below represents the number of cargo manifests approved by customs inspectors of the Port of New York in a sample of 35 days.
 Stem Leaves 1H678892 L00111222233334442H55666788993 L1122\begin{array}{ll}\hline\text { Stem}&\text { Leaves } \\\hline1 \mathrm{H} & 67889 \\2 \mathrm{~L} & 0011122223333444 \\2 \mathrm{H} & 5566678899 \\3 \mathrm{~L} & 1122 \\\hline\end{array}
Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 838, the sum of the squares of the observations is 20,684, and the sum of the squared differences between each observation and the mean is 619.89.

-Referring to Table 3-4, the range of the customs data is_______ .
سؤال
  Given below is the frequency distribution of the number of defective tomatoes in 50 different shipments.   Referring to Table 3-8, what is the approximate variance?<div style=padding-top: 35px> Given below is the frequency distribution of the number of defective tomatoes in 50 different shipments.
  Given below is the frequency distribution of the number of defective tomatoes in 50 different shipments.   Referring to Table 3-8, what is the approximate variance?<div style=padding-top: 35px>
Referring to Table 3-8, what is the approximate variance?
سؤال
 TABLE 3-3 \text { TABLE 3-3 }
The stem-and-leaf display below represents the number of vitamin supplements sold by a health food store in a sample of 16 days.
 StemLeaves  1H 99 2L 0023 2H 567 3L 034 3H 568 4L 1\begin{array}{cl}\hline \text { Stem} &\text {Leaves } \\ \hline \text { 1H } & 99 \\\text { 2L } & 0023 \\\text { 2H } & 567 \\\text { 3L } & 034 \\\text { 3H } & \mathbf{5 6 8} \\ \text { 4L } & 1\\\hline\end{array}
Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 448, the sum of the squares of the observations is 13,356, and the sum of the squared differences between each observation and the mean is 812.

-Referring to Table 3-3, the arithmetic mean of the number of vitamin supplements sold in this sample is ______.
سؤال
TABLE 3-5
The rate of return of a Fortune 500 company over the past 15 years are: 3.17%, 4.43%, 5.93%, 5.43%, 7.29%, 8.21%, 6.23%,
5.23%, 4.34%, 6.68%, 7.14%, -5.56%, -5.23%, -5.73%, -10.34%
Referring to Table 3-5, compute the geometric mean rate of return.
سؤال
TABLE 3-4
The stem-and-leaf display below represents the number of cargo manifests approved by customs inspectors of the Port of New York in a sample of 35 days.
 Stem Leaves 1H678892 L00111222233334442H55666788993 L1122\begin{array}{ll}\hline\text { Stem}&\text { Leaves } \\\hline1 \mathrm{H} & 67889 \\2 \mathrm{~L} & 0011122223333444 \\2 \mathrm{H} & 5566678899 \\3 \mathrm{~L} & 1122 \\\hline\end{array}
Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 838, the sum of the squares of the observations is 20,684, and the sum of the squared differences between each observation and the mean is 619.89.

-Referring to Table 3-4, construct a boxplot of this sample.
سؤال
TABLE 3-5
The rate of return of a Fortune 500 company over the past 15 years are: 3.17%, 4.43%, 5.93%, 5.43%, 7.29%, 8.21%, 6.23%,
5.23%, 4.34%, 6.68%, 7.14%, -5.56%, -5.23%, -5.73%, -10.34%
Referring to Table 3-5, what is the range of the rate of return?
سؤال
TABLE 3-9
In the 2002- 2003 academic year, many public universities in the United States raised tuition and fees due to a decrease in state subsidies. The change in the cost of tuition, a shared dormitory room, and the most popular meal plan from the
2001- 2002 academic year for a sample of 10 public universities were as follows: $1589, $593, $1223, $869, $423, $1720, $708,
$1425, $922 and $308.
Referring to Table 3-9, what is the mean and median change in the cost?
سؤال
 TABLE 3-2 \text { TABLE 3-2 } The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
111523291922212015251711\quad15\quad23\quad29\quad19\quad22\quad21\quad20\quad15\quad25\quad17

-Referring to Table 3-2, the standard deviation of the carbohydrate amounts is ____grams.
سؤال
TABLE 3-9
In the 2002- 2003 academic year, many public universities in the United States raised tuition and fees due to a decrease in state subsidies. The change in the cost of tuition, a shared dormitory room, and the most popular meal plan from the2001- 2002 academic year for a sample of 10 public universities were as follows: $1589, $593, $1223, $869, $423, $1720, $708, $1425, $922 and $308.

-Referring to Table 3-9, the middle 50% of the change in the cost is spread over what value?
سؤال
TABLE 3-3
The stem-and-leaf display below represents the number of vitamin supplements sold by a health food store in a sample of 16 days.
 Stem Leaves  1H 99 2L 0023 2H 567 3L 034 3H 568 4L 1\begin{array}{cl}\hline \text { Stem}&\text { Leaves } \\\hline \text { 1H } & 99 \\\text { 2L } & 0023 \\\text { 2H } & 567 \\\text { 3L } & 034 \\\text { 3H } & \mathbf{5 6 8} \\\text { 4L } & 1\\\hline \end{array}

Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 448, the sum of the squares of the observations is 13,356, and the sum of the squared differences between each observation and the mean is 812.

-Referring to Table 3-3, what type of shape does the distribution of the sample appear to have?
سؤال
TABLE 3-3
The stem-and-leaf display below represents the number of vitamin supplements sold by a health food store in a sample of 16 days.
 Stem Leaves  1H 99 2L 0023 2H 567 3L 034 3H 568 4L 1\begin{array}{cl}\hline \text { Stem}&\text { Leaves } \\\hline \text { 1H } & 99 \\\text { 2L } & 0023 \\\text { 2H } & 567 \\\text { 3L } & 034 \\\text { 3H } & \mathbf{5 6 8} \\\text { 4L } & 1\\\hline \end{array}

Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 448, the sum of the squares of the observations is 13,356, and the sum of the squared differences between each observation and the mean is 812.

-Referring to Table 3-3, the variance of the number of vitamin supplements sold in this sample is ______.
سؤال
TABLE 3-2
The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
111523291922212015251711\quad15\quad23\quad29\quad19\quad22\quad21\quad20\quad15\quad25\quad17


-Referring to Table 3-2, the median carbohydrate amount in the cereal is____ grams.
سؤال
TABLE 3-1
Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:
TABLE 3-1 Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:   Referring to Table 3-1, calculate the standard deviation of the ages of the uninsured senior citizens correct to the nearest hundredth of a year.<div style=padding-top: 35px>
Referring to Table 3-1, calculate the standard deviation of the ages of the uninsured senior citizens correct to the nearest hundredth of a year.
سؤال
TABLE 3-5
The rate of return of a Fortune 500 company over the past 15 years are: 3.17%, 4.43%, 5.93%, 5.43%, 7.29%, 8.21%, 6.23%, 5.23%, 4.34%, 6.68%, 7.14%, -5.56%, -5.23%, -5.73%, -10.34%

-Referring to Table 3-5, construct a boxplot for the rate of return.
سؤال
TABLE 3-4
The stem-and-leaf display below represents the number of cargo manifests approved by customs inspectors of the Port of New York in a sample of 35 days.
 StemLeaves  1H 67889 2L 0011122223333444 2H 5566678899 3L 1122\begin{array}{cl}\hline\text { Stem} &\text {Leaves } \\ \hline\text { 1H } & 67889 \\\text { 2L } & 0011122223333444 \\\text { 2H } & 5566678899\\\text { 3L } & 1122 \\\hline\end{array}

Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 838, the sum of the squares of the observations is 20,684, and the sum of the squared differences between each observation and the mean is 619.89.

-Referring to Table 3-4, the arithmetic mean of the customs data is _____.
سؤال
The rate of return for the S&P 500 over a seven- year period is - 0.029, - 0.061, - 0.493,- 0.286, - 0.160, - 0.186 and - 0.224. The geometric mean rate of return is _____.
سؤال
TABLE 3-1
Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:
TABLE 3-1 Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:   Referring to Table 3-1, calculate the coefficient of variation of the ages of the uninsured senior citizens.<div style=padding-top: 35px>
Referring to Table 3-1, calculate the coefficient of variation of the ages of the uninsured senior citizens.
سؤال
TABLE 3-11
The following table represents the assets in billions of dollars of the five largest bond funds.
 Bond Fund Assets (Billions $)  Vanguard GNMA 19.5 Vanguard Total Bond Mkt. Index 16.8 Bond Fund of America A 13.7 Franklin C alif. Tax-Free Inc. A 12.8 VanguardShort-T erm Corp. 10.9\begin{array}{l}\begin{array}{l}\hline \text { Bond Fund}& \text { Assets (Billions \$) }\\\hline \text { Vanguard GNMA }& 19.5 \\\text { Vanguard Total Bond Mkt. Index } &16.8 \\\text { Bond Fund of America A }& 13.7 \\\text { Franklin C alif. Tax-Free Inc. A }&12.8 \\\text { VanguardShort-T erm Corp. } &10.9 \\\hline\end{array}\end{array}

-Referring to Table 3-11, what is the mean for this population of the five largest bond funds?
سؤال
TABLE 3-2
The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
11 15 23 29 19 22 21 20 15 25 17

-Referring to Table 3-2, the interquartile range in the carbohydrate amounts is _____grams.
سؤال
TABLE 3-2
The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
111523291922212015251711\quad15\quad23\quad29\quad19\quad22\quad21\quad20\quad15\quad25\quad17

-Referring to Table 3-2, the third quartile of the carbohydrate amounts is_____grams.
سؤال
  The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.   Referring to Table 3-2, what type of shape does the distribution of the sample appear to have?<div style=padding-top: 35px> The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
  The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.   Referring to Table 3-2, what type of shape does the distribution of the sample appear to have?<div style=padding-top: 35px>
Referring to Table 3-2, what type of shape does the distribution of the sample appear to have?
سؤال
TABLE 3-6
The rate of return of an Internet Service Provider over a 10- year period are: 10.25%, 12.64%, 8.37%, 9.29%, 6.23%, 42.53%,29.23%, 15.25%, 21.52%, -2.35%.

-Referring to Table 3-6, compute the arithmetic mean rate of return.
سؤال
  Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:   Referring to Table 3-1, identify the first quartile of the ages of the uninsured senior citizens.<div style=padding-top: 35px> Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:
  Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:   Referring to Table 3-1, identify the first quartile of the ages of the uninsured senior citizens.<div style=padding-top: 35px>
Referring to Table 3-1, identify the first quartile of the ages of the uninsured senior citizens.
سؤال
 TABLE 3-3 \text { TABLE 3-3 } The stem-and-leaf display below represents the number of vitamin supplements sold by a health food store in a sample of 16 days.
 StemLeaves  1H 99 2L 0023 2H 567 3L 034 3H 568 4L 1\begin{array}{cl}\hline \text { Stem} &\text {Leaves } \\ \hline \text { 1H } & 99 \\\text { 2L } & 0023 \\\text { 2H } & 567 \\\text { 3L } & 034 \\\text { 3H } & \mathbf{5 6 8} \\\text { 4L } & 1\\\hline \end{array}
Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 448, the sum of the squares of the observations is 13,356, and the sum of the squared differences between each observation and the mean is 812.

-Referring to Table 3-3, construct a boxplot for the data in this sample.
سؤال
 TABLE 3-7 \text { TABLE 3-7 }
Given below is the frequency distribution of the 12-month rate of return achieved by 30 stocks.

 12- month Rate of Return Number of Funds0.10 but less than 0.030.0 but less than 0.1501 but less than 0.260.2 but less than 0.3100.3 but less than 0.46\begin{array} { l l } \hline \text { 12- month Rate of Return} & \text { Number of Funds}\\\hline- 0.10 \text { but less than } 0.0 & 3 \\ 0.0 \text { but less than } 0.1 & 5 \\ 01 \text { but less than } 0.2 & 6 \\ 0.2 \text { but less than } 0.3 & 10 \\ 0.3 \text { but less than } 0.4 & 6\\\hline \end{array}

-Referring to Table 3-7, what is the approximate variance?
سؤال
 TABLE 3-9 \text { TABLE 3-9 } In the 2002- 2003 academic year, many public universities in the United States raised tuition and fees due to a decrease in state subsidies. The change in the cost of tuition, a shared dormitory room, and the most popular meal plan from the 2001- 2002 academic year for a sample of 10 public universities were as follows: $1589, $593, $1223, $869, $423, $1720, $708, $1425, $922 and $308.

-Referring to Table 3-9, what are the (absolute values of) the Z scores of the change in cost?
سؤال
The rate of return for Microsoft's stock over a seven- year period is 0.527, 0.145, 0.684, 1.146, 0.564, 0.883 and 0.436. The geometric mean rate of return is ______ .
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Deck 3: Numerical Descriptive Measures
1
Which of the following statistics is not a measure of central tendency?

A) mode
B) median
C) Q3
D) arithmetic mean
C
2
When extreme values are present in a set of data, which of the following descriptive summary measures are most appropriate?

A) variance and interquartile range
B) arithmetic mean and standard deviation
C) interquartile range and median
D) CV and range
C
3
Which descriptive summary measures are considered to be resistant statistics?

A) the interquartile range and range
B) the arithmetic mean and standard deviation
C) the mode and variance
D) the median and interquartile range
D
4
In general, which of the following descriptive summary measures cannot be easily approximated from a boxplot?

A) the variance
B) the median
C) the interquartile range
D) the range
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5
According to the Chebyshev rule, at least what percentage of the observations in any data set are contained within a distance of 2 standard deviations around the mean?

A) 88.89%
B) 75%
C) 67%
D) 95%
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6
According to the empirical rule, if the data form a "bell-shaped" normal distribution, percent of the observations will be contained within 3 standard deviations around the arithmetic mean.

A) 99.7
B) 68.26
C) 95.0
D) 75.00
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7
In right-skewed distributions, which of the following is the correct statement?

A) The distance from Q1 to Q2 is smaller than the distance from Q2 to Q3.
B) The arithmetic mean is smaller than the median.
C) The mode is larger than the arithmetic mean.
D) The distance from Q1 to Q2 is larger than the distance from Q2 to Q3.
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8
In left-skewed distributions, which of the following is the correct statement?

A) The distance from Q1 to Q3 is twice the distance from the Q1 to Q2.
B) The distance from the smallest observation to Q1 is larger than the distance from Q3 to the largest observation.
C) The distance from the smallest observation to Q2 is smaller than the distance from Q2 to the largest observation.
D) The distance from Q1 to Q2 is smaller than the distance from Q2 to Q3.
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9
The smaller the spread of scores around the arithmetic mean

A) the smaller the standard deviation.
B) the smaller the interquartile range.
C) the smaller the coefficient of variation.
D) all of the above
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10
Which of the following is the easiest to compute?

A) the median
B) the mode
C) the geometric mean
D) the arithmetic mean
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11
According to the Chebyshev rule, at least 93.75% of all observations in any data set are contained within a distance of how many standard deviations around the mean?

A) 1
B) 2
C) 3
D) 4
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12
According to the Chebyshev rule, at least 75% of all observations in any data set are contained within a distance of how many standard deviations around the mean?

A) 1
B) 2
C) 3
D) 4
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13
Which measure of central tendency can be used for both numerical and categorical variables?

A) geometric mean
B) median
C) arithmetic mean
D) mode
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14
According to the empirical rule, if the data form a "bell-shaped" normal distribution, _________percent of the observations will be contained within 2 standard deviations around the arithmetic mean.

A) 93.75
B) 95.44
C) 68.26
D) 88.89
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15
TABLE 3-1
Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:
60616263646566686869707373747576768181828687899092\begin{array} { l l l l l l l l l l l l l } 60 & 61 & 62 & 63 & 64 & 65 & 66 & 68 & 68 & 69 & 70 & 73 & 73 \\74 & 75 & 76 & 76 & 81 & 81 & 82 & 86 & 87 & 89 & 90 & 92\end{array}

-Referring to Table 3-1, identify which of the following is the correct statement.

A) The middle 50% of the senior citizens sampled are between 65.5 and 73.0 years of age.
B) 25% of the senior citizens sampled are older than 81.5 years of age.
C) One fourth of the senior citizens sampled are below 64 years of age.
D) All of the above are correct.
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16
In a right-skewed distribution

A) the median is less than the arithmetic mean.
B) the median equals the arithmetic mean.
C) the median is larger than the arithmetic mean.
D) none of the above
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17
In a perfectly symmetrical bell-shaped "normal" distribution

A) the arithmetic mean equals the mode.
B) the arithmetic mean equals the median.
C) the median equals the mode.
D) all of the above
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18
In perfectly symmetrical distributions, which of the following is not a correct statement?

A) The distance from the smallest observation to Q2 is the same as the distance from Q2 to the largest observation.
B) The distance from the smallest observation to Q1 is the same as the distance from Q3 to the largest observation.
C) The distance from Q1 to Q3 is half of the distance from the smallest to the largest observation.
D) The distance from Q1 to Q2 equals to the distance from Q2 to Q3.
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19
Which of the following is sensitive to extreme values?

A) the arithmetic mean
B) the median
C) the interquartile range
D) the 1st quartile
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20
According to the empirical rule, if the data form a "bell-shaped" normal distribution, percent of the observations will be contained within 1 standard deviation around the arithmetic mean.

A) 93.75
B) 88.89
C) 75.00
D) 68.26
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21
Which of the following statements about the median is not true?

A) It is equal to Q2.
B) It is a measure of central tendency.
C) It is more affected by extreme values than the arithmetic mean.
D) It is equal to the mode in bell-shaped "normal" distributions.
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22
TABLE 3-1
Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a
survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health
insurance. The ages of 25 uninsured senior citizens were as follows:

60616263646566686869707373747576768181828687899092 \begin{array}{lllllllllllll}60 & 61 & 62 & 63 & 64 & 65 & 66 & 68 & 68 & 69 & 70 & 73 & 73 \\ 74 & 75 & 76 & 76 & 81 & 81 & 82 & 86 & 87 & 89 & 90 & 92 & \end{array}


-Referring to Table 3-4, the five-number summary for the data in the customs sample consists of ____, ____ , _____, ______, and ____ .

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23
TABLE 3-2
The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
111523291922212015251711\quad15\quad23\quad29\quad19\quad22\quad21\quad20\quad15\quad25\quad17

-Referring to Table 3-2, the range in the carbohydrate amounts is ____grams.
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24
TABLE 3-2
The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
111523291922212015251711\quad15\quad23\quad29\quad19\quad22\quad21\quad20\quad15\quad25\quad17

-Referring to Table 3-2, the coefficient of variation of the carbohydrate amounts is _____percent.
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25
TABLE 3-9
In the 2002- 2003 academic year, many public universities in the United States raised tuition and fees due to a decrease in state subsidies. The change in the cost of tuition, a shared dormitory room, and the most popular meal plan from the 2001- 2002 academic year for a sample of 10 public universities were as follows: $1589, $593, $1223, $869, $423, $1720, $708, $1425, $922 and $308.

-Referring to Table 3-9, are the data skewed? If so, how?
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26
 TABLE 3-7 \text { TABLE 3-7 } Given below is the frequency distribution of the 12-month rate of return achieved by 30 stocks.
 12- month Rate of Return Number of Funds 0.10 but less th an 0.030.0 but less th an 0.150.1 but less th 0.260.2 but less th 0.3100.3 but less than 0.46\begin{array}{cc}\hline \begin{array}{c}\text { 12- month Rate of Return} \\\end{array} & \text { Number of Funds } \\\hline-0.10 \text { but less th an } 0.0 & 3 \\0.0 \text { but less th an } 0.1 & 5 \\0.1 \text { but less th } 0.2 & 6 \\0.2 \text { but less th } 0.3 & 10 \\0.3 \text { but less than } 0.4 & 6 \\\hline\end{array}


-Referring to Table 3-7, what is the approximate standard deviation?
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27
  In the 2002- 2003 academic year, many public universities in the United States raised tuition and fees due to a decrease in state subsidies. The change in the cost of tuition, a shared dormitory room, and the most popular meal plan from the 2001- 2002 academic year for a sample of 10 public universities were as follows: $1589, $593, $1223, $869, $423, $1720, $708, $1425, $922 and $308. Referring to Table 3-9, what is the standard deviation of the change in the cost?
In the 2002- 2003 academic year, many public universities in the United States raised tuition and fees due to a decrease in state subsidies. The change in the cost of tuition, a shared dormitory room, and the most popular meal plan from the
2001- 2002 academic year for a sample of 10 public universities were as follows: $1589, $593, $1223, $869, $423, $1720, $708,
$1425, $922 and $308.
Referring to Table 3-9, what is the standard deviation of the change in the cost?
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28
TABLE 3-12
The population of eight analysts at a software firm were asked to estimate the reuse rate when developing a new software system. The following data are given as a percentage of the total code written for a software system that is part of the reuse database.
50, 62.5, 37.5, 75.0, 45.0, 47.5, 15.0, 25.0
Referring to Table 3-12, what is the mean percentage of the total code that is part of the reuse database?
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29
 TABLE 3-2 \text { TABLE 3-2 } The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
111523291922212015251711\quad15\quad23\quad29\quad19\quad22\quad21\quad20\quad15\quad25\quad17


-Referring to Table 3-2, the arithmetic mean carbohydrates in this sample is _____grams.
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30
Which of the following is not a measure of central tendency?

A) the interquartile range
B) the arithmetic mean
C) the mode
D) the geometric mean
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31
According to the Chebyshev rule, at least what percentage of the observations in any data set are contained within a distance of 3 standard deviations around the mean?

A) 99.7%
B) 88.89%
C) 75%
D) 67%
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32
 TABLE 3-2 \text { TABLE 3-2 } The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
111523291922212015251711\quad15\quad23\quad29\quad19\quad22\quad21\quad20\quad15\quad25\quad17


-Referring to Table 3-2, the variance of the carbohydrate amounts is_______ (grams squared).
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33
TABLE 3-3
The stem-and-leaf display below represents the number of vitamin supplements sold by a health food store in a sample of 16 days.
 Stem Leaves  1H 99 2L 0023 2H 567 3L 034 3H 568 4L 1\begin{array}{ll}\hline \text { Stem}&\text { Leaves } \\\hline \text { 1H } & 99 \\\text { 2L } & 0023 \\\text { 2H } & 567 \\\text { 3L } & 034 \\\text { 3H } & 568 \\\text { 4L } & 1\\\hline \end{array}
Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 448, the sum of the squares of the observations is 13,356, and the sum of the squared differences between each observation and the mean is 812.

-Referring to Table 3-3, the coefficient of variation of the number of vitamin supplements sold in this sample is_________ percent.
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34
In a perfectly symmetrical distribution

A) the range equals the interquartile range.
B) the median equals the arithmetic mean.
C) the interquartile range equals the arithmetic mean.
D) the variance equals the standard deviation.
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35
Which of the arithmetic mean, median, mode, and geometric mean are resistant measures of central tendency?

A) the arithmetic mean and median only
B) the median and mode only
C) the arithmetic mean and mode only
D) the mode and geometric mean only
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36
TABLE 3-1
Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a
survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health
insurance. The ages of 25 uninsured senior citizens were as follows:

60616263646566686869707373747576768181828687899092 \begin{array}{lllllllllllll}60 & 61 & 62 & 63 & 64 & 65 & 66 & 68 & 68 & 69 & 70 & 73 & 73 \\ 74 & 75 & 76 & 76 & 81 & 81 & 82 & 86 & 87 & 89 & 90 & 92 & \end{array}


-Referring to Table 3-1, identify the median age of the uninsured senior citizens.
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37
Which of the following is not sensitive to extreme values?

A) the range
B) the standard deviation
C) the coefficient of variation
D) the interquartile range
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38
TABLE 3-4
The stem-and-leaf display below represents the number of cargo manifests approved by customs inspectors of the Port of New York in a sample of 35 days.
 Stem  Leaves 1H678892 L00111222233334442H55666788993 L1122\begin{array}{ll}\hline\text { Stem }&\text { Leaves } \\\hline1 \mathrm{H} & 67889 \\2 \mathrm{~L} & 0011122223333444 \\2 H & 5566678899 \\3 \mathrm{~L} & 1122 \\\hline\end{array}
Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 838, the sum of the squares of the observations is 20,684, and the sum of the squared differences between each observation and the mean is 619.89.

-Referring to Table 3-4, the first quartile of the customs data is_____ .
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39
 TABLE 3-1 \text { TABLE 3-1 } Healthcare issues are receiving muchattentionin bothacademic and political arenas. A sociologistrecently conducted a survey of citizens over 60 years of age whose net worthis too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows: 60616263646566686869707373747576768181828687899092\begin{array} { l l l l l l l l l l l l l } 60 & 61 & 62 & 63 & 64 & 65 & 66 & 68 & 68 & 69 & 70 & 73 & 73 \\74 & 75 & 76 & 76 & 81 & 81 & 82 & 86 & 87 & 89 & 90 & 92\end{array}

-Referring to Table 3-1, identify which of the following is the correct statement.

A) The average age of senior citizens sampled is 73.5 years of age.
B) One fourth of the senior citizens sampled are below 65.5 years of age.
C) The middle 50% of the senior citizens sampled are between 65.5 and 73.0 years of age.
D) All of the above are correct.
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40
TABLE 3-5
The rate of return of a Fortune 500 company over the past 15 years are: 3.17%, 4.43%, 5.93%, 5.43%, 7.29%, 8.21%, 6.23%,
5.23%, 4.34%, 6.68%, 7.14%, -5.56%, -5.23%, -5.73%, -10.34%
Referring to Table 3-5, what is the shape of the distribution for the rate of return?
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41
  The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.   Referring to Table 3-2, construct a boxplot for the carbohydrate amounts. The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
  The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.   Referring to Table 3-2, construct a boxplot for the carbohydrate amounts.
Referring to Table 3-2, construct a boxplot for the carbohydrate amounts.
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42
TABLE 3-9
In the 2002- 2003 academic year, many public universities in the United States raised tuition and fees due to a decrease in state subsidies. The change in the cost of tuition, a shared dormitory room, and the most popular meal plan from the
2001- 2002 academic year for a sample of 10 public universities were as follows: $1589, $593, $1223, $869, $423, $1720, $708,
$1425, $922 and $308.
Referring to Table 3-9, what are the five-number summary of the change in the cost?
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43
The 12-month rate of returns over a nine- year period of a particular stock is 0.099, - 0.289, 0.089, 0.226, 0.041, 0.161, 0.064, - 0.029 and 0.022. The geometric mean rate of return for this stock is ________.
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44
 TABLE 3-2 \text { TABLE 3-2 } The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
111523291922212015251711\quad15\quad23\quad29\quad19\quad22\quad21\quad20\quad15\quad25\quad17


-Referring to Table 3-2, the five-number summary of the carbohydrate amounts consists of_____,_____ ,_____ ,_____ , and ______.
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45
TABLE 3-6
The rate of return of an Internet Service Provider over a 10- year period are: 10.25%, 12.64%, 8.37%, 9.29%, 6.23%, 42.53%,
29.23%, 15.25%, 21.52%, -2.35%.
Referring to Table 3-6, compute the geometric mean rate of return.
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46
TABLE 3-8
Given below is the frequency distribution of the number of defective tomatoes in 50 different shipments.
TABLE 3-8 Given below is the frequency distribution of the number of defective tomatoes in 50 different shipments.   Referring to Table 3-8, what is the approximate mean number of defective tomatoes?
Referring to Table 3-8, what is the approximate mean number of defective tomatoes?
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47
TABLE 3-11
The following table represents the assets in billions of dollars of the five largest bond funds.
Bond FundAssets (Billions $  Vanguard GNMA 19.5 Vanguard Total Bond Mkt. Index 16.8 Bond Fund of America A 13.7 Franklin Calif. Tax-Free Inc. A 12.8 Vanguard Short-Term Corp. 10.9\begin{array}{lr}\hline \text {Bond Fund}&\text {Assets (Billions \$ }\\\hline \text { Vanguard GNMA } & 19.5 \\\text { Vanguard Total Bond Mkt. Index } & 16.8 \\\text { Bond Fund of America A } & 13.7 \\\text { Franklin Calif. Tax-Free Inc. A } & 12.8 \\\text { Vanguard Short-Term Corp. } & 10.9\\\hline \end{array}


-Referring to Table 3-11, what are the variance and standard deviation for this population?
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48
TABLE 3-1
Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:
TABLE 3-1 Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:   Referring to Table 3-1, identify the third quartile of the ages of the uninsured senior citizens.
Referring to Table 3-1, identify the third quartile of the ages of the uninsured senior citizens.
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49
 TABLE 3-6 \text { TABLE 3-6 } The rate of return of an Internet Service Provider over a 10- year period are: 10.25%, 12.64%, 8.37%, 9.29%, 6.23%, 42.53%,
29.23%, 15.25%, 21.52%, -2.35%.

-Referring to Table 3-6, construct a boxplot for the rate of return
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50
TABLE 3-7
Given below is the frequency distribution of the 12-month rate of return achieved by 30 stocks.
 12- month Rate of Return  Number of Funds 0.10 but less than 0.030.0 but less th an 0.150.1 but less than 0.260.2 but less than 0.3100.3 but less than 0.46\begin{array}{ll}\hline\text { 12- month Rate of Return } & \text { Number of Funds } \\\hline-0.10 \text { but less than } 0.0 & 3 \\0.0 \text { but less th an } 0.1 & 5 \\0.1 \text { but less than } 0.2 & 6 \\0.2 \text { but less than } 0.3 & 10 \\0.3 \text { but less than } 0.4 & 6 \\\hline\end{array}


-Referring to Table 3-7, what is the approximate mean rate of return?
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51
TABLE 3-10
The time period from 2000 to 2003 saw a great deal of volatility in the value of stocks. The data in the following table represent the total rate of return of the Dow Jones Industrial Index, the Standard & Poor's 500, the Russell 2000 Index, and the Wilshire 5000 Index from 2000 to 2003.
TABLE 3-10 The time period from 2000 to 2003 saw a great deal of volatility in the value of stocks. The data in the following table represent the total rate of return of the Dow Jones Industrial Index, the Standard & Poor's 500, the Russell 2000 Index, and the Wilshire 5000 Index from 2000 to 2003.   Referring to Table 3-10, calculate the geometric mean rate of return for the Standard & Poor's 500.
Referring to Table 3-10, calculate the geometric mean rate of return for the Standard & Poor's 500.
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52
TABLE 3-4
The stem-and-leaf display below represents the number of cargo manifests approved by customs inspectors of the Port of New York in a sample of 35 days.
 Stem Leaves 1H678892 L00111222233334442H55666788993 L1122\begin{array}{ll}\hline\text { Stem}&\text { Leaves } \\\hline1 \mathrm{H} & 67889 \\2 \mathrm{~L} & 0011122223333444 \\2 \mathrm{H} & 5566678899 \\3 \mathrm{~L} & 1122 \\\hline\end{array}
Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 838, the sum of the squares of the observations is 20,684, and the sum of the squared differences between each observation and the mean is 619.89.

-Referring to Table 3-4, the interquartile range of the customs data is ____.
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53
  Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:   Referring to Table 3-1, identify the interquartile range of the ages of the uninsured senior citizens.
Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:
  Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:   Referring to Table 3-1, identify the interquartile range of the ages of the uninsured senior citizens.
Referring to Table 3-1, identify the interquartile range of the ages of the uninsured senior citizens.
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54
 TABLE 3-4 \text { TABLE 3-4 } The stem-and-leaf display below represents the number of cargo manifests approved by customs inspectors of the Port of New York in a sample of 35 days.
 Stem Leaves 1H678892 L00111222233334442H55666788993 L1122\begin{array}{ll}\hline\text { Stem}&\text { Leaves } \\\hline1 \mathrm{H} & 67889 \\2 \mathrm{~L} & 0011122223333444 \\2 \mathrm{H} & 5566678899 \\3 \mathrm{~L} & 1122 \\\hline\end{array}
Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 838, the sum of the squares of the observations is 20,684, and the sum of the squared differences between each observation and the mean is 619.89.

-Referring to Table 3-4, the range of the customs data is_______ .
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55
  Given below is the frequency distribution of the number of defective tomatoes in 50 different shipments.   Referring to Table 3-8, what is the approximate variance? Given below is the frequency distribution of the number of defective tomatoes in 50 different shipments.
  Given below is the frequency distribution of the number of defective tomatoes in 50 different shipments.   Referring to Table 3-8, what is the approximate variance?
Referring to Table 3-8, what is the approximate variance?
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56
 TABLE 3-3 \text { TABLE 3-3 }
The stem-and-leaf display below represents the number of vitamin supplements sold by a health food store in a sample of 16 days.
 StemLeaves  1H 99 2L 0023 2H 567 3L 034 3H 568 4L 1\begin{array}{cl}\hline \text { Stem} &\text {Leaves } \\ \hline \text { 1H } & 99 \\\text { 2L } & 0023 \\\text { 2H } & 567 \\\text { 3L } & 034 \\\text { 3H } & \mathbf{5 6 8} \\ \text { 4L } & 1\\\hline\end{array}
Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 448, the sum of the squares of the observations is 13,356, and the sum of the squared differences between each observation and the mean is 812.

-Referring to Table 3-3, the arithmetic mean of the number of vitamin supplements sold in this sample is ______.
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57
TABLE 3-5
The rate of return of a Fortune 500 company over the past 15 years are: 3.17%, 4.43%, 5.93%, 5.43%, 7.29%, 8.21%, 6.23%,
5.23%, 4.34%, 6.68%, 7.14%, -5.56%, -5.23%, -5.73%, -10.34%
Referring to Table 3-5, compute the geometric mean rate of return.
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58
TABLE 3-4
The stem-and-leaf display below represents the number of cargo manifests approved by customs inspectors of the Port of New York in a sample of 35 days.
 Stem Leaves 1H678892 L00111222233334442H55666788993 L1122\begin{array}{ll}\hline\text { Stem}&\text { Leaves } \\\hline1 \mathrm{H} & 67889 \\2 \mathrm{~L} & 0011122223333444 \\2 \mathrm{H} & 5566678899 \\3 \mathrm{~L} & 1122 \\\hline\end{array}
Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 838, the sum of the squares of the observations is 20,684, and the sum of the squared differences between each observation and the mean is 619.89.

-Referring to Table 3-4, construct a boxplot of this sample.
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59
TABLE 3-5
The rate of return of a Fortune 500 company over the past 15 years are: 3.17%, 4.43%, 5.93%, 5.43%, 7.29%, 8.21%, 6.23%,
5.23%, 4.34%, 6.68%, 7.14%, -5.56%, -5.23%, -5.73%, -10.34%
Referring to Table 3-5, what is the range of the rate of return?
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60
TABLE 3-9
In the 2002- 2003 academic year, many public universities in the United States raised tuition and fees due to a decrease in state subsidies. The change in the cost of tuition, a shared dormitory room, and the most popular meal plan from the
2001- 2002 academic year for a sample of 10 public universities were as follows: $1589, $593, $1223, $869, $423, $1720, $708,
$1425, $922 and $308.
Referring to Table 3-9, what is the mean and median change in the cost?
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61
 TABLE 3-2 \text { TABLE 3-2 } The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
111523291922212015251711\quad15\quad23\quad29\quad19\quad22\quad21\quad20\quad15\quad25\quad17

-Referring to Table 3-2, the standard deviation of the carbohydrate amounts is ____grams.
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62
TABLE 3-9
In the 2002- 2003 academic year, many public universities in the United States raised tuition and fees due to a decrease in state subsidies. The change in the cost of tuition, a shared dormitory room, and the most popular meal plan from the2001- 2002 academic year for a sample of 10 public universities were as follows: $1589, $593, $1223, $869, $423, $1720, $708, $1425, $922 and $308.

-Referring to Table 3-9, the middle 50% of the change in the cost is spread over what value?
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63
TABLE 3-3
The stem-and-leaf display below represents the number of vitamin supplements sold by a health food store in a sample of 16 days.
 Stem Leaves  1H 99 2L 0023 2H 567 3L 034 3H 568 4L 1\begin{array}{cl}\hline \text { Stem}&\text { Leaves } \\\hline \text { 1H } & 99 \\\text { 2L } & 0023 \\\text { 2H } & 567 \\\text { 3L } & 034 \\\text { 3H } & \mathbf{5 6 8} \\\text { 4L } & 1\\\hline \end{array}

Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 448, the sum of the squares of the observations is 13,356, and the sum of the squared differences between each observation and the mean is 812.

-Referring to Table 3-3, what type of shape does the distribution of the sample appear to have?
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TABLE 3-3
The stem-and-leaf display below represents the number of vitamin supplements sold by a health food store in a sample of 16 days.
 Stem Leaves  1H 99 2L 0023 2H 567 3L 034 3H 568 4L 1\begin{array}{cl}\hline \text { Stem}&\text { Leaves } \\\hline \text { 1H } & 99 \\\text { 2L } & 0023 \\\text { 2H } & 567 \\\text { 3L } & 034 \\\text { 3H } & \mathbf{5 6 8} \\\text { 4L } & 1\\\hline \end{array}

Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 448, the sum of the squares of the observations is 13,356, and the sum of the squared differences between each observation and the mean is 812.

-Referring to Table 3-3, the variance of the number of vitamin supplements sold in this sample is ______.
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TABLE 3-2
The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
111523291922212015251711\quad15\quad23\quad29\quad19\quad22\quad21\quad20\quad15\quad25\quad17


-Referring to Table 3-2, the median carbohydrate amount in the cereal is____ grams.
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TABLE 3-1
Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:
TABLE 3-1 Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:   Referring to Table 3-1, calculate the standard deviation of the ages of the uninsured senior citizens correct to the nearest hundredth of a year.
Referring to Table 3-1, calculate the standard deviation of the ages of the uninsured senior citizens correct to the nearest hundredth of a year.
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TABLE 3-5
The rate of return of a Fortune 500 company over the past 15 years are: 3.17%, 4.43%, 5.93%, 5.43%, 7.29%, 8.21%, 6.23%, 5.23%, 4.34%, 6.68%, 7.14%, -5.56%, -5.23%, -5.73%, -10.34%

-Referring to Table 3-5, construct a boxplot for the rate of return.
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TABLE 3-4
The stem-and-leaf display below represents the number of cargo manifests approved by customs inspectors of the Port of New York in a sample of 35 days.
 StemLeaves  1H 67889 2L 0011122223333444 2H 5566678899 3L 1122\begin{array}{cl}\hline\text { Stem} &\text {Leaves } \\ \hline\text { 1H } & 67889 \\\text { 2L } & 0011122223333444 \\\text { 2H } & 5566678899\\\text { 3L } & 1122 \\\hline\end{array}

Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 838, the sum of the squares of the observations is 20,684, and the sum of the squared differences between each observation and the mean is 619.89.

-Referring to Table 3-4, the arithmetic mean of the customs data is _____.
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The rate of return for the S&P 500 over a seven- year period is - 0.029, - 0.061, - 0.493,- 0.286, - 0.160, - 0.186 and - 0.224. The geometric mean rate of return is _____.
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70
TABLE 3-1
Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:
TABLE 3-1 Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:   Referring to Table 3-1, calculate the coefficient of variation of the ages of the uninsured senior citizens.
Referring to Table 3-1, calculate the coefficient of variation of the ages of the uninsured senior citizens.
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TABLE 3-11
The following table represents the assets in billions of dollars of the five largest bond funds.
 Bond Fund Assets (Billions $)  Vanguard GNMA 19.5 Vanguard Total Bond Mkt. Index 16.8 Bond Fund of America A 13.7 Franklin C alif. Tax-Free Inc. A 12.8 VanguardShort-T erm Corp. 10.9\begin{array}{l}\begin{array}{l}\hline \text { Bond Fund}& \text { Assets (Billions \$) }\\\hline \text { Vanguard GNMA }& 19.5 \\\text { Vanguard Total Bond Mkt. Index } &16.8 \\\text { Bond Fund of America A }& 13.7 \\\text { Franklin C alif. Tax-Free Inc. A }&12.8 \\\text { VanguardShort-T erm Corp. } &10.9 \\\hline\end{array}\end{array}

-Referring to Table 3-11, what is the mean for this population of the five largest bond funds?
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TABLE 3-2
The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
11 15 23 29 19 22 21 20 15 25 17

-Referring to Table 3-2, the interquartile range in the carbohydrate amounts is _____grams.
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TABLE 3-2
The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
111523291922212015251711\quad15\quad23\quad29\quad19\quad22\quad21\quad20\quad15\quad25\quad17

-Referring to Table 3-2, the third quartile of the carbohydrate amounts is_____grams.
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  The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.   Referring to Table 3-2, what type of shape does the distribution of the sample appear to have? The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.
  The data below represent the amount of grams of carbohydrates in a serving of breakfast cereal in a sample of 11 different servings.   Referring to Table 3-2, what type of shape does the distribution of the sample appear to have?
Referring to Table 3-2, what type of shape does the distribution of the sample appear to have?
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TABLE 3-6
The rate of return of an Internet Service Provider over a 10- year period are: 10.25%, 12.64%, 8.37%, 9.29%, 6.23%, 42.53%,29.23%, 15.25%, 21.52%, -2.35%.

-Referring to Table 3-6, compute the arithmetic mean rate of return.
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  Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:   Referring to Table 3-1, identify the first quartile of the ages of the uninsured senior citizens. Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:
  Health care issues are receiving much attention in both academic and political arenas. A sociologist recently conducted a survey of citizens over 60 years of age whose net worth is too high to qualify for Medicaid and have no private health insurance. The ages of 25 uninsured senior citizens were as follows:   Referring to Table 3-1, identify the first quartile of the ages of the uninsured senior citizens.
Referring to Table 3-1, identify the first quartile of the ages of the uninsured senior citizens.
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 TABLE 3-3 \text { TABLE 3-3 } The stem-and-leaf display below represents the number of vitamin supplements sold by a health food store in a sample of 16 days.
 StemLeaves  1H 99 2L 0023 2H 567 3L 034 3H 568 4L 1\begin{array}{cl}\hline \text { Stem} &\text {Leaves } \\ \hline \text { 1H } & 99 \\\text { 2L } & 0023 \\\text { 2H } & 567 \\\text { 3L } & 034 \\\text { 3H } & \mathbf{5 6 8} \\\text { 4L } & 1\\\hline \end{array}
Note (1): 1H means the "high teens" - 15, 16, 17, 18, or 19; 2L means the "low twenties" - 20, 21, 22, 23, or 24; 2H means
the "high twenties" - 25, 26, 27, 28, or 29, etc.
Note (2): For this sample, the sum of the observations is 448, the sum of the squares of the observations is 13,356, and the sum of the squared differences between each observation and the mean is 812.

-Referring to Table 3-3, construct a boxplot for the data in this sample.
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 TABLE 3-7 \text { TABLE 3-7 }
Given below is the frequency distribution of the 12-month rate of return achieved by 30 stocks.

 12- month Rate of Return Number of Funds0.10 but less than 0.030.0 but less than 0.1501 but less than 0.260.2 but less than 0.3100.3 but less than 0.46\begin{array} { l l } \hline \text { 12- month Rate of Return} & \text { Number of Funds}\\\hline- 0.10 \text { but less than } 0.0 & 3 \\ 0.0 \text { but less than } 0.1 & 5 \\ 01 \text { but less than } 0.2 & 6 \\ 0.2 \text { but less than } 0.3 & 10 \\ 0.3 \text { but less than } 0.4 & 6\\\hline \end{array}

-Referring to Table 3-7, what is the approximate variance?
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 TABLE 3-9 \text { TABLE 3-9 } In the 2002- 2003 academic year, many public universities in the United States raised tuition and fees due to a decrease in state subsidies. The change in the cost of tuition, a shared dormitory room, and the most popular meal plan from the 2001- 2002 academic year for a sample of 10 public universities were as follows: $1589, $593, $1223, $869, $423, $1720, $708, $1425, $922 and $308.

-Referring to Table 3-9, what are the (absolute values of) the Z scores of the change in cost?
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The rate of return for Microsoft's stock over a seven- year period is 0.527, 0.145, 0.684, 1.146, 0.564, 0.883 and 0.436. The geometric mean rate of return is ______ .
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