Correlation and Regression Quiz | Correlation and Regression Multiple Choice Questions and Answers

(1) The independent variable is also called:
[A] Regressor
[B] Regressand
[C] Predictand
[D] Estimated
Answer: Regressor
(2) The dependent variable is also called:
[A] Regressand variable
[B] Predictand variable
[C] Explained variable
[D] All of these
Answer: All of these

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(3) The dependent variable is also called:
[A] Regression
[B] Regressand
[C] Continuous variable
[D] Independent
Answer: Regressand
(4) To determine the height of a person when his weight is given is:
[A] Correlation problem
[B] Association problem
[C] Regression problem
[D] Qualitative problem
Answer: Regression problem
(5) If one regression coefficient is greater than one, then other will he:
[A] More than one
[B] Equal to one
[C] Less than one
[D] Equal to minus one
Answer: Less than one
(6) If Y = 2 - 0.2X, then the value of Y intercept is equal to:
[A] -0.2
[B] 2
[C] 0.2X
[D] All of the above
Answer: 2
(7) If regression line of = 5, then value of regression coefficient of Y on X is:
[A] 0
[B] 0.5
[C] 1
[D] None of these
Answer: 0
(8) The straight line graph of the linear equation Y = a + bX, slope is horizontal if:
[A] b = 0
[B] b ≠ 0
[C] b = 1
[D] a = b
Answer: b = 0
(9) The straight line graph of the linear equation Y = a + bX, slope will be downward If:
[A] b > 0
[B] b < 0
[C] b = 0
[D] b ≠ 0
Answer: b < 0
(10) The straight line graph of the linear equation Y = a+ bX, slope will be upward if:
[A] b = 0
[B] b < 0
[C] b > 0
[D] b ≠ 0
Answer: b > 0
(11) If the value of any regression coefficient is zero, then two variables are:
[A] Qualitative
[B] Correlation
[C] Dependent
[D] Independent
Answer: Independent
(12) In simple regression equation, the numbers of variables involved are:
[A] 0
[B] 1
[C] 2
[D] 3
Answer: 2
(13) In simple linear regression, the numbers of unknown constants are:
[A] One
[B] Two
[C] Three
[D] Four
Answer: Two
(14) The slope of the regression line of Y on X is also called the:
[A] Correlation coefficient of X on Y
[B] Correlation coefficient of Y on X
[C] Regression coefficient of X on Y
[D] Regression coefficient of Y on X
Answer: Regression coefficient of Y on X
(15) The predicted rate of response of the dependent variable to changes in the independent variable is called:
[A] Slope
[B] Intercept
[C] Error
[D] Regression equation
Answer: Slope
(16) The value we would predict for the dependent variable when the independent variables are all equal to zero is called:
[A] Slope
[B] Sum of residual
[C] Intercept
[D] Difficult to tell
Answer: Intercept
(17) All data points falling along a straight line is called:
[A] Linear relationship
[B] Non linear relationship
[C] Residual
[D] Scatter diagram
Answer: Linear relationship
(18) A relationship where the flow of the data points is best represented by a curve is called:
[A] Linear relationship
[B] Nonlinear relationship
[C] Linear positive
[D] Linear negative
Answer: Linear relationship
(19) The method of least squares dictates that we choose a regression line where the sum of the square of deviations of the points from the lie is:
[A] Maximum
[B] Minimum
[C] Zero
[D] Positive
Answer: Minimum
(20) A process by which we estimate the value of dependent variable on the basis of one or more independent variables is called:
[A] Correlation
[B] Regression
[C] Residual
[D] Slope
Answer: Regression

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