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Updated: Jul 13, 2026
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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:
1. Explain what an icicle plot represents in decision tree analysis.
A) It summarizes the performance metrics of the decision tree.
B) It visualizes the distribution of data points in each leaf node.
C) It displays the hierarchical structure of the decision tree.
D) It shows the feature importance for each variable in the tree.
2. What are some properties that can be defined in a generalized linear regression model?
A) Coefficients and p-values
B) Distribution and link function
C) Number of predictors
D) Residuals and intercept
3. How can you export score code generated by SAS Visual Statistics for a trained model?
A) By printing it directly from the SAS Visual Statistics interface
B) By copying and pasting it into a text editor
C) By exporting it as a PDF document
D) By exporting it as a standalone script file
4. How does SAS Data Integration Studio facilitate scoring new data using exported score code?
A) By enabling the scheduling of batch scoring jobs
B) By providing a visual interface for connecting to external data sources
C) By generating score code automatically during ETL processes
D) By automatically tuning hyperparameters for scoring
5. What does it mean to prune a decision tree?
A) To convert the decision tree into a random forest model
B) To trim branches of the tree to reduce complexity and overfitting
C) To remove all leaf nodes and keep only the root node
D) To increase the depth of the tree to improve accuracy
Solutions:
| Question # 1 Answer: C,D | Question # 2 Answer: B | Question # 3 Answer: B,D | Question # 4 Answer: A,C | Question # 5 Answer: B |
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