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Statistics
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Statistical Reasoning for Everyday Life
Quiz 7: Correlation and Causality
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Question 1
Multiple Choice
Select the best estimate of the correlation coefficient for the data depicted in the scatter diagram. -
Question 2
Multiple Choice
State whether you believe the two variables are correlated. If you believe they are correlated, state whether the correlation is positive or negative. -The age of a car and its fuel efficiency.
Question 3
Multiple Choice
State whether there is no correlation, a positive correlation, or a negative correlation between the x and y variables. If there is a correlation, state whether it is most likely due to coincidence, a common underlying cause, or a direct cause. -
For a group of students in a statistics class, the scatter diagram compares their test scores (y) and the amount of loose pocket change they have(x) .
Question 4
Multiple Choice
Select the best estimate of the correlation coefficient for the data depicted in the scatter diagram. -
Question 5
Multiple Choice
Solve the problem. -The table below shows the times (in hours) that seven students spend watching television and using the internet. Construct a scatter diagram for the data and state whether these times have no correlation, a positive correlation, or a negative correlation.
Student TV TimeInternet Time
(hours)
(hours)
Tom
9
6
Dick
5
4
Harry
3
0
Sue
8
9
Betty
8
10
Erin
6
1
Jan
7
10
\begin{array}{l}\text { Student TV TimeInternet Time }\\\begin{array}{lcc} & \text { (hours) } & \text { (hours) } \\\text { Tom } & 9 & 6 \\\text { Dick } & 5 & 4 \\\text { Harry } & 3 & 0 \\\text { Sue } & 8 & 9 \\\text { Betty } & 8 & 10 \\\text { Erin } & 6 & 1 \\\text { Jan } & 7 & 10\end{array}\end{array}
Student TV TimeInternet Time
Tom
Dick
Harry
Sue
Betty
Erin
Jan
(hours)
9
5
3
8
8
6
7
(hours)
6
4
0
9
10
1
10
Question 6
Multiple Choice
State whether there is no correlation, a positive correlation, or a negative correlation between the x and y variables. If there is a correlation, state whether it is most likely due to coincidence, a common underlying cause, or a direct cause. -
For several customers at the local bookstore, the scatter diagram compares the weight of their books (y) and the umber of pages in them(x) .
Question 7
Multiple Choice
State whether you believe the two variables are correlated. If you believe they are correlated, state whether the correlation is positive or negative. -Rate of pedaling a bicycle and speed of the bicycle
Question 8
Multiple Choice
State whether you believe the two variables are correlated. If you believe they are correlated, state whether the correlation is positive or negative. -The age of a textbook and how well it is written
Question 9
Multiple Choice
Solve the problem. -The table below shows the legal costs and the profits of a company from 2000 to 2005. Construct a scatter diagram for the data and state whether legal costs and profits for this company have no correlation, a positive correlation, or a negative correlation for this period.
Legal Costs
Profits
Year
(Millions of $)
(Millions of $)
2000
9
9
2001
14
6
2002
12
8
2003
11
14
2004
15
9
2005
10
15
\begin{array} { c c c } & \text { Legal Costs } & \text { Profits } \\\text { Year } & \text { (Millions of \$) } & \text { (Millions of \$) } \\2000 & 9 & 9 \\2001 & 14 & 6 \\2002 & 12 & 8 \\2003 & 11 & 14 \\2004 & 15 & 9 \\2005 & 10 & 15\end{array}
Year
2000
2001
2002
2003
2004
2005
Legal Costs
(Millions of $)
9
14
12
11
15
10
Profits
(Millions of $)
9
6
8
14
9
15
Question 10
Multiple Choice
State whether you believe the two variables are correlated. If you believe they are correlated, state whether the correlation is positive or negative. -Time spent walking and distance covered
Question 11
Multiple Choice
Select the best estimate of the correlation coefficient for the data depicted in the scatter diagram. -
Question 12
Multiple Choice
Select the best estimate of the correlation coefficient for the data depicted in the scatter diagram. -
Question 13
Multiple Choice
Provide an appropriate response. -Estimate the coordinates of the outlier on the graph.
Question 14
Multiple Choice
State whether there is no correlation, a positive correlation, or a negative correlation between the x and y variables. If there is a correlation, state whether it is most likely due to coincidence, a common underlying cause, or a direct cause. -
For a group of employees at the local video store, the scatter diagram compares the number of days worked per year (y) and the average number of miles walkedweekly (x) .
Question 15
Multiple Choice
State whether there is no correlation, a positive correlation, or a negative correlation between the x and y variables. If there is a correlation, state whether it is most likely due to coincidence, a common underlying cause, or a direct cause. -
For a group of English students at the local junior college, the scatter diagram compares the number of correct answers on a test they took(y) and the length of the pencil used to take the test(x) .
Question 16
Multiple Choice
State whether you believe the two variables are correlated. If you believe they are correlated, state whether the correlation is positive or negative. -The number of hours one sleeps and the number of hours one is awake