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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. Which model does not produce score code?

A) Regression using interaction effects
B) Decision Tree using interactive mode
C) Regression using the group by option
D) Decision Tree using the rapid growth option

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

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

3. In SAS Visual Statistics, how can you use a derived cluster ID variable in another visualization?

A) By including it as a dimension in a new visualization
B) By exporting it as a separate dataset
C) By linking it to a table in a database
D) By embedding it within a scatter plot

4. When modeling binary outcomes in a generalized linear model, which distribution and link function combination is commonly used?

A) Binomial distribution with a logit link function
B) Normal distribution with an identity link function
C) Exponential distribution with a square root link function
D) Poisson distribution with a log link function

5. What does a ROC chart help assess in model comparison?

A) The stability of model predictions
B) The correlation between predictor variables
C) The trade-off between true positives and false positives at different thresholds
D) The distribution of residuals in the models

Solutions: