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| Section | Weight | Objectives |
|---|---|---|
| Building and Assessing Segmentation Models | 28% | - Perform supervised segmentation using decision trees - Assess and interpret decision tree performance - Analyze and interpret cluster results - Perform unsupervised segmentation using cluster analysis |
| Model Comparison and Scoring | 9% | - Apply models to score new data - Compare multiple models using fit statistics |
| Building and Assessing Regression-type Models | 41% | - Assess model fit and diagnostics - Perform generalized linear regression modeling - Perform generalized additive modeling - Explain concepts of linear models - Perform nonparametric logistic regression modeling - Perform linear regression modeling |
| SAS Visual Statistics Cross-functional Tasks | 22% | - Use interactive group-by functionality - Perform model validation - Prepare data using SAS Visual Analytics - Filter data used for a model |
When evaluating a Misclassification plot, what does it typically show?
Correct Answer: B 🗳️
You perform a logistic regression on a multinomial response variable in SAS Visual Statistics that has 3 levels: Small, Medium, Large. "Large" is specified as the event.
Which statement is true?
Correct Answer: C 🗳️
What does adding an interaction effect in linear regression modeling allow you to capture?
Correct Answer: B 🗳️
What does a Group-by Variable enable you to do in SAS Visual Statistics?
Correct Answer: A 🗳️
In decision tree analysis, what is typically found on the y-axis of an icicle plot?
Correct Answer: B,C,D 🗳️
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