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Computing Correlation Coefficients MCQ

Computing Correlation Coefficients MCQ

1. A numerical index that reflects the relationship between two variables with the removal of the influence of a third variable is called

Answer

Correct Answer: Partial correlation

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2. Coefficient of alienation is coefficient of nondetermination

Answer

Correct Answer: True

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3. Coefficient of alienation is the amount of variance in one variable that is not accounted for by the variance in another variable.

Answer

Correct Answer: True

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4. Coefficient of determination is the amount of variance in one variable that is accounted for by the variance in another variable.

Answer

Correct Answer: True

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5. A table showing correlation coefficients among more than two variables is called

Answer

Correct Answer: Correlation matrix

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6. A correlation that is best expressed visually as a straight line is called

Answer

Correct Answer: Linear correlation

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7. In which plot of paired data points on an x-axis and a y-axis, used to visually represent a correlation?

Answer

Correct Answer: Scattergram

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8. Scatter plot is of paired data points on an x-axis and a y-axis, used to visually represent a correlation.

Answer

Correct Answer: True

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9. A ____ correlation where the values of variables move in opposite directions.

Answer

Correct Answer: Negative

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10. A negative correlation where the values of variables move in opposite direction is called

Answer

Correct Answer: Indirect correlation

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11. Direct correlation is ____ correlation

Answer

Correct Answer: Positive

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12. A positive correlation where the values of both variables change in the same direction is called

Answer

Correct Answer: Direct correlation

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13. Correlation coefficient that reflects the relationship between two variables, specifically how the value of one variable changes when the value of the other variable changes.

Answer

Correct Answer: True

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14. In which index correlation coefficient that reflects the relationship between two variables?

Answer

Correct Answer: Numerical

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15. We should do a scatterplot of the data when we compute a correlation because the scatterplot allows us to ______.

Answer

Correct Answer: See the relationship between the two variables

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16. To know whether there is a relationship between two variables, you draw a line around the outer edges of a scatterplot. If there is a negative relationship, ______.

Answer

Correct Answer: The scatterplot is elliptical and is slanted downward (left to right)

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17. Which of the following refers to a correlation between two variables?

Answer

Correct Answer: Bivariate

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18. In a correlational analysis, N stands for the ______.

Answer

Correct Answer: Total number of pairs of scores

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19. The best-fitting line through a scatterplot is known as the ______.

Answer

Correct Answer: Regression line

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20. Correlation coefficients are used to describe what?

Answer

Correct Answer: A group

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21. When plotting correlational data, the appropriate graph to use is the ______.

Answer

Correct Answer: Scatterplot

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22. When looking at how one variable changes another variable, which of the following descriptive statistics would you want to use?

Answer

Correct Answer: Correlation

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23. In general, a positive correlation means that as the values of one variable ______, there is a tendency for the values of the other variable to ______.

Answer

Correct Answer: Increase; increase

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24. If we calculate a correlation coefficient and we find that there is a relationship between the two variables, we ______.

Answer

Correct Answer: Cannot conclude that changes in one variable cause changes in the other variable

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25. A ______ variable comes between two variables of interest and explains the apparent relationship and a ______ variable affects both our variables of interest and explains the correlation between them.

Answer

Correct Answer: Mediating; confounding

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26. In an experimental design ______, whereas in a correlational design ______.

Answer

Correct Answer: Researchers assign each person an X score and then measure the score on the Y variable; researchers measure scores on variables that a participant has already experienced

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27. What does a correlation coefficient do?

Answer

Correct Answer: It quantifies the pattern in a relationship.

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28. Using a correlational design, a researcher found a relationship between the healthiness of one’s heart and the amount of fish oil in one’s diet. The researcher should conclude that ______.

Answer

Correct Answer: Although a relationship exists, one cannot infer that changes in one variable are causing changes in the other variable

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29. In general, a negative correlation means that as the values of one variable ______, there is a tendency for the values of the other variable to ______.

Answer

Correct Answer: Increase; decrease

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