In a dataset, X is the independent variable, and Y is the dependent va

gainejavima

gainejavima

Answered question

2021-11-29

In a dataset, X is the independent variable, and Y is the dependent variable. Which of the following statement is correct?
1) Scatter plot between X and Y helps to see the pattern of the data spread.
2) Scatter plot between X and Y helps to find the regression line.
3) None of these
4) Scatter plot between, X and Y helps to find the value of r.
In a dataset, X is the independent variable, and Y is dependent variable, and r is Karl Pearson's coefficient of correlation. If r=0.099 then
1) None of these
2) there is a weekly positive correlation between X and Y.
3) There is no correlation between X and Y.
4) There is a strongly positive correlation between X and Y.

Answer & Explanation

Coon2000

Coon2000

Beginner2021-11-30Added 15 answers

In a dataset, X is the independent variable, and Y is the dependent variable. Which of the following statement is correct?
The scatter plot between X and Y will represent the relationship and pattern of the data spread . We plot X on a-axis and Y on y-axis , then we analyse the shape of the data whether the data is forming a linear arrangement or some curve .
Step 2
Therefore, correct option is:
1) Scatter plot between X and Y helps to see the pattern of the data spread.
In a dataset, X is the independent variable, and Y is dependent variable, and r is Karl Pearson's coefficient of correlation. If r=0.099 then
The value of R represents the strength of association between variables X and Y , the value of r ranges from -1 to 1 . The values nearer to zero shows weak relationship. The values greater than 0.75 ( for positive relationship) represents a strong association between the variables
Here r=0.099 which is very closer to zero , represents a weak relationship
Therefore, correct option is:
2) there is a weekly positive correlation between X and Y.

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