The percent of total variation of the dependent variable Y explained by the set of independent variables X is measured by:

Question:

The percent of total variation of the dependent variable Y explained by the set of independent variables X is measured by:

A.

Coefficient of Correlation

B.

Coefficient of Skewness

C.

Coefficient of Determination

D.

Standard error

Answer» c. Coefficient of Determination

Note: The above multiple-choice question is for all general and Competitive Exams in India

If two variables, x and y, have a very strong linear relationship, then:

Question:

If two variables, x and y, have a very strong linear relationship, then:

A.

there is evidence that x causes a change in y

B.

there is evidence that y causes a change in x

C.

there might not be any causal relationship between x and y

D.

None of these alternatives is correct.

Answer» a. there is evidence that x causes a change in y

Note: The above multiple-choice question is for all general and Competitive Exams in India

In regression analysis, if the independent variable is measured in kilograms, the dependentvariable:

Question:

In regression analysis, if the independent variable is measured in kilograms, the dependentvariable:

A.

must also be in kilograms

B.

must be in some unit of weight

C.

cannot be in kilograms

D.

can be any units

Answer» d. can be any units

Note: The above multiple-choice question is for all general and Competitive Exams in India

If the coefficient of determination is equal to 1, then the correlation coefficient :

Question:

If the coefficient of determination is equal to 1, then the correlation coefficient :

A.

must also be equal to 1.

B.

can be either -1 or +1.

C.

can be any value between -1 to +1

D.

must be -1

Answer» b. can be either -1 or +1.

Note: The above multiple-choice question is for all general and Competitive Exams in India

In a bivariate sample, the sum of squares of differences between marks of observed values of two variables is 33 and the rank correlation between them is 0.8. Find the number of pairs of observations:

Question:

In a bivariate sample, the sum of squares of differences between marks of observed values of two variables is 33 and the rank correlation between them is 0.8. Find the number of pairs of observations:

A.

12

B.

10

C.

15

D.

18

Answer» b. 10

Note: The above multiple-choice question is for all general and Competitive Exams in India

The strength (degree) of the correlation between a set of independent variables X and a dependent variable Y is measured by

Question:

The strength (degree) of the correlation between a set of independent variables X and a dependent variable Y is measured by

A.

Coefficient of Correlation

B.

Coefficient of Determination

C.

Standard error of estimate

D.

All of the above

Answer» a. Coefficient of Correlation

Note: The above multiple-choice question is for all general and Competitive Exams in India