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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. When exporting score code, what information is typically included in the code?

A) The entire training dataset
B) The distribution of the response variable
C) Instructions for preprocessing new data
D) The model parameters and coefficients

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

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

3. When filtering data for a model in SAS Visual Analytics, what can you do to exclude selections and filter data?

A) Specify exclusion criteria in the data source properties
B) Define a filter condition using the interactive filter pane
C) Apply a data filter on the visualization
D) Use the exclude option when setting up a filter

4. What does it mean to prune a decision tree?

A) To remove all leaf nodes and keep only the root node
B) To convert the decision tree into a random forest model
C) To increase the depth of the tree to improve accuracy
D) To trim branches of the tree to reduce complexity and overfitting

5. What roles can be assigned to variables in logistic regression?

A) Target
B) Interval
C) Nominal
D) Input

Solutions: