These Linear Regression and Multiple Regression multiple-choice questions and their answers will help you strengthen your grip on the subject of Linear Regression and Multiple Regression. You can prepare for an upcoming exam or job interview with these 20+ Linear Regression and Multiple Regression MCQs.

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A. Analysis of Regression

B. Analysis of Prediction

C. Analysis of description

D. None of these

A. Predictor Variable

B. Known Variable

C. To-be-Predicted Variable

D. All of these

A. Known Variable

B. Predictor Variable

C. To-be-predicted Variable

D. Both a and b

A. To determine the equation of a regression line

B. To determine the extent to which the regression equation can be used

C. Both

D. None

A. Y intercept

B. X intercept

C. Both

D. Mid point

A. Known Variables

B. Predictor Variables

C. Criterion Variables

D. Both a and b

A. Known Variable

B. Predictor Variable

C. To-be-predicted Variable

D. Both a and b

A. True

B. False

A. Smaller

B. Larger

C. Unchanged

D. All of these

A. True

B. False

A. Positive

B. Negative

C. Unchanged

D. Any of these

A. Square

B. Mean

C. Sum

D. Square root

A. True

B. False

A. 0.1

B. 1

C. 10

D. 0

A. Mother’s age

B. Baby’s gestational term

C. Both mother’s age and baby’s gestational term

D. None of these

A. Caffeine intake

B. Speed on cognitive tasks

C. Both caffeine intake and speed on cognitive tasks

D. All of these

A. Graphing

B. Guessing

C. Approximation

D. Least squares

A. 6.82

B. 11.68

C. −0.24

D. −5.74

A. 180

B. 300

C. 400

D. 550

A. 49

B. 24

C. 76

D. There is not enough information to answer this question

A. Linear correlation.

B. Linear analysis of variance.

C. Multiple correlation.

D. Multiple regression.

A. Multiple regression

B. Plotting

C. Correlation

D. Coefficient testin

A. Find r2 for the “other” predictor variable

B. Complete the F table and make a decision

C. Identify SS accounted for by the predictor variable of interest

D. Compute the chi-square statistic

A. 2.04

B. 1.43

C. 4.16

D. The conversion is not possible.

A. True

B. False

A. True

B. False

A. True

B. False

A. True

B. False