Question
When the value of the independent variable increases and the value of the dependent variable
Increases such type of correlation is
- positive correlation
- negative correlation
- no correlation
- constant correlation
Hint:
Correct option is (d).
With increase in independent variable if there is increase in dependent variable , the correlation is positive . The garph will be upward and the slope will be positive
The correct answer is: positive correlation
When the value of the independent variable increases, and the value of the dependent variable is called a positive correlation.
Related Questions to study
When the value of the independent variable increases and the value of the dependent variable
decreases such type of correlation is
The correct option is (a).
Reason : Whenever there is decrease in dependent variable with increase in independent the graph is downward with negative slope
When the value of the independent variable increases and the value of the dependent variable
decreases such type of correlation is
The correct option is (a).
Reason : Whenever there is decrease in dependent variable with increase in independent the graph is downward with negative slope
The scatter plot shows David’s height at various ages. Choose the right answer that describe the type of association between David’s age and his height.
![](data:image/png;base64,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)
The corerect option is (c)
Reason :
As the height of David increases with increase in his age , the graph is going upward as both the variable are increasing so it is a case of positive association and since there is almost constant change in both the variable it is shows linear relationship also
The scatter plot shows David’s height at various ages. Choose the right answer that describe the type of association between David’s age and his height.
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)
The corerect option is (c)
Reason :
As the height of David increases with increase in his age , the graph is going upward as both the variable are increasing so it is a case of positive association and since there is almost constant change in both the variable it is shows linear relationship also