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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. Which SAS tool is suitable for creating complex data manipulation and transformation workflows in a visual interface?

A) SAS Enterprise Guide
B) SAS Visual Data Builder
C) SAS Visual Analytics
D) SAS Studio

2. Refer to the Parallel Coordinates Plot shown on the Exhibit.

Which two statements about cluster 0 in the Parallel Coordinates Plot are correct? (Choose two.)

A) It contains the most observations.
B) In relation to the other clusters, it consists of people who are younger.
C) In relation to the other clusters, it consists of people whose house values are lower.
D) In relation to the other clusters, it consists of people from the lower income group.

3. In the below nonparametric logistic regression results display, where would you click to get a plot of significant continuous effects?

4. Which statement is TRUE regarding a generalized additive model (GAM) in SAS Visual Analytics?

A) A larger maximum degrees of freedom for the univariate spline term enforces a less complex fit.
B) Specification of a spline effect is optional.
C) GAM assumes a strict linear relationship between the predictors and the response function.
D) The roughness penalty controls the balance between goodness of fit and the roughness of the spline curve.

5. Explain what an icicle plot represents in decision tree analysis.

A) It summarizes the performance metrics of the decision tree.
B) It visualizes the distribution of data points in each leaf node.
C) It shows the feature importance for each variable in the tree.
D) It displays the hierarchical structure of the decision tree.

Solutions: