A student was given three scenarios for different pairs of variables. The student was asked to determine the type of relationship between the two variables in each scenario based on their corresponding correlation coefficient. The student's answers are shown in the following table. Scenario Student's Answer 1. Two variables with correlation coefficient 0.01 Weak/no relationship between the variables 2. Tivo variables with correlation coefficient 0.75 Strong relationship between the variables 3. Two variables with correlation coefficient -0.80/Weak/no relationship between the variables The student's answers provide evidence of which of the following misconceptions? Select ALL that apply. A negative correlation always indicates a weak relationship or no relationship. If the correlation is greater than 0, the correlation is strong. The higher the absolute value of correlation, the weaker the relationship.

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A student was given three scenarios for different pairs of variables. The student was asked to determine the type
of relationship between the two variables in each scenario based on their corresponding correlation coefficient.
The student's answers are shown in the following table.
Scenario
Student's Answer
Weak/no relationship between the variables
Strong relationship between the variables
1. Two variables with correlation coefficient 0.01
2. Two variables with correlation coefficient 0.75
3. Two variables with correlation coefficient -0.80 Weak/no relationship between the variables
The student's answers provide evidence of which of the following misconceptions?
Select ALL that apply.
A negative correlation always indicates a weak relationship or no relationship.
If the correlation is greater than 0, the correlation is strong.
The higher the absolute value of correlation, the weaker the relationship.
Transcribed Image Text:A student was given three scenarios for different pairs of variables. The student was asked to determine the type of relationship between the two variables in each scenario based on their corresponding correlation coefficient. The student's answers are shown in the following table. Scenario Student's Answer Weak/no relationship between the variables Strong relationship between the variables 1. Two variables with correlation coefficient 0.01 2. Two variables with correlation coefficient 0.75 3. Two variables with correlation coefficient -0.80 Weak/no relationship between the variables The student's answers provide evidence of which of the following misconceptions? Select ALL that apply. A negative correlation always indicates a weak relationship or no relationship. If the correlation is greater than 0, the correlation is strong. The higher the absolute value of correlation, the weaker the relationship.
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