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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. In SAS Visual Analytics, what is the purpose of creating an aggregated measure?

A) To calculate summary statistics for a measure
B) To replace dirty data with missing values
C) To transform a categorical variable into a numerical one
D) To combine multiple categories into fewer levels

2. What is the primary purpose of choosing an appropriate distribution in a generalized linear model?

A) To accurately reflect the nature of the response variable's distribution
B) To control the significance level of predictor variables
C) To determine the number of predictors in the model
D) To simplify the model's mathematical formulation

3. An analyst wants to limit data to a certain demographic and build a decision tree model.
Which approach should the analyst take?

A) Create a report filter.
B) Create an SQL query from the filters tab.
C) Create a new data hierarchy.
D) Create a new ranks variable on age and sort descending on that variable.

4. How can you interpret a Tree Map in the context of a decision tree?

A) It displays the hierarchical structure of the decision tree.
B) It visualizes the distribution of data points in leaf nodes.
C) It summarizes the performance metrics of the decision tree.
D) It shows the decision boundaries between classes.

5. Which statement is true about Decision Trees in SAS Visual Statistics

A) Decision trees can be used for outlier detection.
B) Decision trees cannot handle continuous dependent variables.
C) Decision trees can be used for classification and estimation.
D) Decision trees cannot handle missing values.

Solutions: