Logistic Regression Quiz

What does logistic regression connect?

• None of the above

• Only dependent variables

• Independent and dependent variables

• Only independent variables

What is the dependent variable in the logistic regression example provided?

• None of the above

• Membership in a cooperative

• Education of respondents

• Income of respondents

What values does the dependent variable Y take in the study?

• 1 and 3

• 1 and 2

• 0 and 1

• 0 and 2

What does the constant B0 represent in the logistic regression equation?

• The intercept of the regression line

• The coefficient of the independent variable

• The dependent variable

• The error term

What is the purpose of the Hosmer and Lemeshow test?

• To calculate the odds ratio

• To check the goodness of fit of the model

• To analyze variance

• To determine the sample size

What does a Pseudo R Square value indicate?

• The strength of the relationship between variables

• The number of observations

• The significance of the model

• The type of regression used

What is the significance level used in the hypothesis tests?

• 0.10

• 0.01

• 0.15

• 0.05

What does Exp(B) represent in logistic regression?

• The odds ratio

• The coefficient of determination

• The standard error

• The residuals

What is the main independent variable X1 in the study?

• Gender of respondents

• Age of respondents

• Income level

• Education level

What does a negative coefficient in logistic regression indicate?

• An increase in odds

• A negative relationship

• No relationship

• A positive relationship