QUESTION IMAGE
Question
- local authorities found that as the number of stop signs in a neighborhood increases, the average number of speeding tickets issued in the neighborhood decreases. which of the following is not a true statement?
a. there is positive association between the variables.
b. a scatter plot representing the situation would have a negative slope.
c. the variables seem to represent causation.
d. as the value of x increases, the value of y decreases.
o a
o b
o c
o d
Step1: Define variables
Let $x$ be the number of stop - signs and $y$ be the number of speeding tickets.
Step2: Analyze association
As $x$ increases, $y$ decreases. This is a negative association, not a positive one. A positive association means as one variable increases, the other also increases.
Step3: Analyze scatter - plot slope
For a negative association, the scatter - plot has a negative slope.
Step4: Analyze causation
It is reasonable to think that more stop - signs can cause drivers to slow down, reducing the number of speeding tickets.
Step5: Analyze variable change
Given that as the number of stop - signs ($x$) increases, the number of speeding tickets ($y$) decreases.
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A. There is positive association between the variables.