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Updated: Jun 02, 2026
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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:
1. When examining the Fit Summary for group-by models, what can you analyze to evaluate the model fit?
A) R-squared value
B) BIC (Bayesian Information Criterion)
C) p-value for the group-by variable
D) AIC (Akaike Information Criterion)
2. What are some properties that can be defined in a linear regression model?
A) Maximum depth and minimum leaf size
B) Learning rate and number of iterations
C) Confusion matrix and accuracy
D) Coefficients, p-values, and R-squared
3. When interpreting a Residual Plot, what does it reveal about the model's performance?
A) The linear relationship between predictors and the response
B) The presence of any outliers or patterns in prediction errors
C) The p-values associated with the predictor variables
D) The distribution of predictor variables in the dataset
4. How are predictions formulated for a decision tree when a new data point is presented to the model?
A) By following a path through the tree to a leaf node and returning the majority class or mean value of that node
B) By calculating the Euclidean distance to all tree nodes and selecting the closest one
C) By averaging the values of all leaf nodes
D) By using a weighted sum of all decision rules in the tree
5. Refer to the exhibit:
How many predictor variables would be included in the score code produced by this model?
A) 8
B) 13
C) 5
D) 7
Solutions:
| Question # 1 Answer: A,B,D | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: A | Question # 5 Answer: C |
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