Exam 6: Exploring Data: Relationships
Exam 1: Urban Services107 Questions
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Suppose the regression line for a scatterplot passes through the points (0, 10) and (5, 20). What type of association exists between the variables?
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(Short Answer)
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Correct Answer:
a positive association
The least-squares regression line is the "best" line in that it minimizes a certain sum. What is this sum?
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The sum of the squares of the vertical distances from each data point to the line
A Little League manager keeps a record book showing the statistics for his players. The first few lines of the record book show: Player At Bats Hits Average Brett 142 37 .261 Mike 128 32 .250 Carlos 128 35 .273 John 123 36 .293 What are the individuals and the variables in these data?
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Correct Answer:
The individuals are the players. The variables are at bats, hits, and average.
Use the following data to answer the Questions: 66 118 50 99 73 120 69 121 72 123 65 108 62 111
-Does the data have an outlier?
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Suppose the regression line for a scatterplot passes through the points (0, 30) and (5, 20). What type of association exists between the variables?
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If two variables are negatively associated, then the regression line:
(Multiple Choice)
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Suppose you are taking a survey of young children. If you measure their height and their weight, what do you expect to determine about these data?
(Multiple Choice)
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Suppose the equation for a regression line is y = 4x + 6. If x = 5, what is the predicted corresponding value for y?
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Use the following Table to answer the Questions: Hours spent partying per week (x) 10 40 0 5 60 20 12 GPA (y) 3.4 0.5 3.9 3.7 4.0 1.3 3.1
-If you remove the student who parties 60 hours per week from the data set, what is the correlation?
(Essay)
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Use the following data set to answer the Questions: Length of commute in miles (x) 2 10 8 30 12 70 15 20 Time of commute in minutes (y) 5 25 20 45 25 80 30 35
-According to the regression equation, what is the expected length in minutes of a 25-mile commute?
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If you do not study, on average what test score would you expect?
(Multiple Choice)
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Use the following data set to answer the Questions: Length of commute in miles (x) 2 10 8 30 12 70 15 20 Time of commute in minutes (y) 5 25 20 45 25 80 30 35
-What is the correlation between the variables?
(Multiple Choice)
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Use the following Table to answer the Questions: Hours spent partying per week (x) 10 40 0 5 60 20 12 GPA (y) 3.4 0.5 3.9 3.7 4.0 1.3 3.1
-What is the y-intercept of the regression line?
(Short Answer)
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If a regression line for two variables has a small positive slope, then:
(Multiple Choice)
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Ten crickets were observed under various temperatures and the number of chirps each cricket made per second was recorded. The results are shown in the table below. Temperature in degrees F 70 72 74 75 81 82 83 84 89 93 Chirps per second 15 15 15 16 17 17 16 17 19 20 Make a scatterplot. Is the association between these variables positive or negative?
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Suppose the equation for a regression line is y = 4x + 6. If y = 12, what is the predicted corresponding value for x?
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According to the regression equation, what is the expected test score if three hours are spent studying?
(Multiple Choice)
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Below are data on the age of 10 cars and the amount of money spent on auto repairs in one year. Make a scatterplot of the data. 2 120 3 175 3 160 5 250 6 325 7 380 10 500 12 615 12 630 15 770
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While you are running on a treadmill, you would expect a positive correlation between:
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Use the following Table to answer the Questions: Hours spent partying per week (x) 10 40 0 5 60 20 12 GPA (y) 3.4 0.5 3.9 3.7 4.0 1.3 3.1
-Which student in this data set is an outlier?
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