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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. Select the best distribution to model with linear regression.

A)

B)

C)

D)

2. How is the KS Statistic typically used when interpreting an ROC chart?

A) To evaluate the overall performance of a classification model
B) To identify the optimal prediction cut-off threshold
C) To measure the area under the ROC curve
D) To assess the balance between sensitivity and specificity

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

4. What information can you interpret from a Cluster Matrix?

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

5. What does the interactive group-by feature in SAS Visual Analytics allow you to do?

A) Interactively explore different levels of the group-by variable
B) Apply group-by modeling to multiple measures simultaneously
C) Dynamically change the group-by variable during analysis
D) Create subgroups within the group-by variable

Solutions: