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SASInstitute Modeling Using SAS Visual Statistics Sample Questions (Q181-Q186):

NEW QUESTION # 181
In logistic regression, which variable is typically designated as the "event" variable (binary)?

A. The response variable indicating the event occurrence
B. The intercept term in the model
C. The predictor variable with the lowest p-value
D. The predictor variable with the highest p-value

Answer: A

NEW QUESTION # 182
Which of the following are common distributions used in generalized linear models?

A. Poisson
B. Exponential
C. Logistic
D. Normal

Answer: A,C,D

NEW QUESTION # 183
In model assessment, why might you need to assess residuals and other model diagnostics to choose an appropriate distribution and link function?

A. To ensure that predictor variables are not highly correlated
B. To verify if the chosen model assumptions are met and make adjustments if necessary
C. To determine the order of predictor variables in the model
D. To calculate the p-values of predictor variables

Answer: B

NEW QUESTION # 184
What information can you interpret from a Cluster Matrix?

A. The proximity or similarity between clusters
B. The number of data points in each cluster
C. The order of cluster creation
D. The cluster centroids

Answer: A,D

NEW QUESTION # 185
Refer to the fit summary from in the exhibit below.

What can be concluded from the fit summary?

A. Debt to income ratio is a significant predictor when Job Type = Sales.
B. Job Type is not a significant predictor in this model.
C. Job Type = Office has no important variables associated with it.
D. Debt to income ratio is a significant predictor when Job Type = Mgr.

Answer: D

NEW QUESTION # 186
......

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Jim Lee Jim Lee

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