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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. When combining multiple categories into fewer levels in SAS Visual Analytics, what technique is often used?

A) Variable transformation
B) Data imputation
C) Principal Component Analysis (PCA)
D) Binning or grouping

2. Assuming the event level is the same for both models, which pair of models can be compared?

A)

B)

C)

D)

3. The Leaf size property within a decision tree is changed from 5 to 10 and no other stopping rules were met.
How will the tree change?

A) The tree will be more complex.
B) The tree will be simpler.
C) The tree will train more slowly.
D) The tree will be harder to interpret.

4. Given an Influence Plot generated in a Linear Regression within SAS Visual Statistics, which diagnostic can be used to quantify leverage?

A) Adjusted R-Squared
B) Concordance
C) Likelihood Displacement
D) AIC

5. What does the Variable Importance feature help with when choosing the best fitting group-by model?

A) Identifying the most influential predictors
B) Evaluating the multicollinearity among predictors
C) Assessing the significance of each predictor
D) Understanding the distribution of the target variable

Solutions: