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Statistics
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Stats Data and Models Global
Quiz 8: Regression, Associations, and Predictive Modeling
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Question 701
Essay
Students taking an intro stats class reported the number of credit hours that they were taking that quarter. Summary statistics are shown in the table.
x
ˉ
16.65
s
2.96
min
5
Q1
15
median
16
Q3
19
max
28
\begin{array} { | l | c | } \hline \bar { x } & 16.65 \\\hline s & 2.96 \\\hline \text { min } & 5 \\\hline \text { Q1 } & 15 \\\hline \text { median } & 16 \\\hline \text { Q3 } & 19 \\\hline \text { max } & 28 \\\hline\end{array}
x
ˉ
s
min
Q1
median
Q3
max
16.65
2.96
5
15
16
19
28
a. Suppose that the college charges $73 per credit hour plus a flat student fee of $35 per quarter. For example, a student taking 12 credit hours would pay $35
$
35
+
$
73
(
12
)
=
$
911
for
\$ 35 + \$ 73 ( 12 ) = \$ 911 \text { for }
$35
+
$73
(
12
)
=
$911
for
that quarter. i. What is the mean fee paid? ii. What is the standard deviation for the fees paid? iii. What is the median fee paid? iv. What is the IQR for the fees paid? b. Twenty-eight credit hours seems like a lot. Would you consider 28 credit hours to be unusually high? Explain.
Question 702
Essay
Compare the two distributions of the women's heights. Be sure to talk about shape, center, and spread.
Question 703
Essay
a. Sketch a histogram for these data. b. Find the mean and standard deviation of the roller coaster lengths. c. Is it appropriate to use the mean and standard deviation to summarize these data? Explain. d. Describe the distribution of roller coaster lengths.
Question 704
Essay
The five-number summary for midterm scores (number of points; the maximum possible score was 50 points) from an intro stats class is:
Min
Q
1
Median
Q3
Max
16.5
32
39
43.5
48.5
\begin{array} { | c | c | c | c | c | } \hline \text { Min } & \mathrm { Q } 1 & \text { Median } & \text { Q3 } & \text { Max } \\\hline 16.5 & 32 & 39 & 43.5 & 48.5 \\\hline\end{array}
Min
16.5
Q
1
32
Median
39
Q3
43.5
Max
48.5
a. Would you expect the mean midterm score of all students who took the midterm to be higher or lower than the median? Explain. b. Based on the five-number summary, are any of the midterm scores outliers? Explain.
Question 705
Essay
At www.census.gov you can create a "population pyramid" for any country. These pyramids are back-to-back histograms. This pyramid shows Mexico's 2000 female population and the census bureau's projection for 2050. Write a few sentences summarizing the changes that are forecast.
Question 706
Essay
The boxplots show the age of people involved in accidents according to their role in the accident.
a. Which role involved the youngest person, and what is the age? b. Which role had the lowest median age, and what is the age? c. Which role had smallest range of ages, and what is it? d. Which role had the largest IQR of ages, and what is it? e. Which role generally involves the oldest people? Explain.
Question 707
Essay
The boxplots show fuel economy of 2011 model cars for the classes shown.
a. Which class offers the car with the best gas mileage, and what is the mileage of that car? b. Which class has the highest median gas mileage, and how much is it? c. Which class of car has the smallest range of fuel economy, and what is it? d. Which class of car has the smallest IQR, and what is it? e. Which class of car generally gets the best mileage? Explain.
Question 708
Essay
The Wechsler Adult Intelligence Scale - Revised (WAIS-R) follows a Normal model with mean 100 and standard deviation 15. Draw and clearly label this model.
Question 709
Essay
The body temperature of students is taken each time a student goes to the nurse's office. The five-number summary for the temperatures (in degrees Fahrenheit) of students on a particular day is:
Min
Q1
Median
Q3
Max
96.
6
∘
97.8
5
∘
98.2
5
∘
98.
6
∘
101.
8
∘
\begin{array} { | c | c | c | c | c | } \hline \text { Min } & \text { Q1 } & \text { Median } & \text { Q3 } & \text { Max } \\\hline 96.6 ^ { \circ } & 97.85 ^ { \circ } & 98.25 ^ { \circ } & 98.6 ^ { \circ } & 101.8 ^ { \circ } \\\hline\end{array}
Min
96.
6
∘
Q1
97.8
5
∘
Median
98.2
5
∘
Q3
98.
6
∘
Max
101.
8
∘
a. Would you expect the mean temperature of all students who visited the nurse's office to be higher or lower than the median? Explain. b. After the data were picked up in the afternoon, three more students visited the nurse's office with temperatures of 96.7°, 98.4°, and 99.2°. Were any of these students outliers (according to the original statistics above)? Explain.
Question 710
Essay
One thousand students from a local university were sampled to gather information such as gender, high school GPA, college GPA, and total SAT scores. The results were used to create histograms displaying high school grade point averages (GPAs) for both males and females. Compare the grade distribution of males and females.
Question 711
Essay
The five-number summary for the fuel economy (in miles per gallon) of year 2011 midsize cars is:
Min
Q1
Median
Q3
Max
13
21
23
26
50
\begin{array} { | c | c | c | c | c | } \hline \text { Min } & \text { Q1 } & \text { Median } & \text { Q3 } & \text { Max } \\\hline 13 & 21 & 23 & 26 & 50 \\\hline\end{array}
Min
13
Q1
21
Median
23
Q3
26
Max
50
a. Would you expect the mean gas mileage of all midsize cars to be higher or lower than the median? Explain. b. One model of Volkswagon gets 34 mpg, one model of Toyota gets 28 mpg, and one model of Bentley gets 13 mpg. Are any of these cars outliers (according to the original statistics above)? Explain.
Question 712
Essay
How do sports salaries compare? Two sets of histograms below show the distributions of salaries for Major League Baseball and the National Football League. Give two reasons why the second set of histograms makes it easier to compare the distributions. Then write a few sentences comparing the salary distributions for the two sports.
Question 713
Essay
All students in a physical education class completed a basketball free-throw shooting event and the highest number of shots made was 32. The next day a student who had just transferred into the school completed the event, making 35 shots. Indicate whether adding the new student's score to the rest of the data made each of these summary statistics increase, decrease, or stay about the same: a. mean b. median c. range d. IQR e. standard deviation
Question 714
Essay
The boxplots show prices of used cars (in thousands of dollars) advertised for sale at three different car dealers.
a. Which dealer offers the cheapest car offered, and at what price? b. Which dealer has the lowest median price, and how much is it? c. Which dealer has the smallest price range, and what is it? d. Which dealer's prices have the smallest IQR, and what is it? e. Which dealer generally sells cars cheapest? Explain.
Question 715
Essay
On Monday, a class of students took a big test, and the highest score was 92. The next day, a student who had been absent made up the test, scoring 100. Indicate whether adding that student's score to the rest of the data made each of these summary statistics increase, decrease, or stay about the same: a. mean b. median c. range d. IQR e. standard deviation
Question 716
Essay
The five-number summary for the weights (in pounds) of fish caught in a bass tournament is:
Min
Q1
Median
Q3
Max
2.3
2.8
3.0
3.3
4.5
\begin{array} { | c | c | c | c | c | } \hline \text { Min } & \text { Q1 } & \text { Median } & \text { Q3 } & \text { Max } \\\hline 2.3 & 2.8 & 3.0 & 3.3 & 4.5 \\\hline\end{array}
Min
2.3
Q1
2.8
Median
3.0
Q3
3.3
Max
4.5
a. Would you expect the mean weight of all fish caught to be higher or lower than the median? Explain. b. You caught 3 bass weighing 2.3 pounds, 3.9 pounds, and 4.2 pounds. Were any of your fish outliers (according to the original statistics above)? Explain.
Question 717
Essay
The side-by-side boxplots show the cumulative college GPAs for sophomores, juniors, and seniors taking an intro stats course in Autumn 2003.
a. Which class (sophomore, junior, or senior) had the lowest cumulative college GPA? What is the approximate value of that GPA? b. Which class has the highest median GPA, and what is that GPA? c. Which class has the largest range for GPA, and what is it? d. Which class has the most symmetric set of GPAs? The most skewed set of GPAs?
Question 718
Essay
There is a proposal to replace the shortest roller coaster above with one that has a length of 1,200 ft. Indicate whether changing that roller coaster's length would make each of these summary statistics increase, decrease, or stay about the same. a. mean b. median c. range d. IQR e. standard deviation
Question 719
Essay
While the scales of the histograms are the same, there is something that could be improved so that we could compare these two distributions better. Identify this improvement and explain why it would be better.