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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: SAS Visual Statistics Cross-functional Tasks | 22% | - Perform model validation - Prepare data using SAS Visual Analytics - Filter data used for a model - Use interactive group-by functionality |
| Topic 2: Model Comparison and Scoring | 9% | - Compare multiple models using fit statistics - Apply models to score new data |
| Topic 3: Building and Assessing Regression-type Models | 41% | - Explain concepts of linear models - Perform generalized linear regression modeling - Perform generalized additive modeling - Perform nonparametric logistic regression modeling - Perform linear regression modeling - Assess model fit and diagnostics |
| Topic 4: Building and Assessing Segmentation Models | 28% | - Assess and interpret decision tree performance - Analyze and interpret cluster results - Perform unsupervised segmentation using cluster analysis - Perform supervised segmentation using decision trees |
1. Select the best distribution to model with linear regression.
A)
B)
C)
D) 
2. During cluster creation, if the Variable Standardization option is selected, where in SAS Visual Statistics can you view the standardization formula?
A) score code
B) parallel coordinates plot
C) cluster summary table
D) cluster matrix plot
3. What is the primary goal of linear models in statistical modeling?
A) To predict categorical outcomes
B) To classify data into distinct groups
C) To establish a linear relationship between variables
D) To capture non-linear relationships in data
4. In the context of assessing model results, what information can be interpreted from the Fit Summary window?
A) A list of all predictor variables used in the model
B) The distribution of the response variable in the dataset
C) A detailed description of the data preprocessing steps
D) A summary of the model's goodness of fit and performance metrics
5. Which assessment feature is available when modeling logistic regression models in SAS Visual Statistics?
A) Logworth
B) Icicle Plot
C) English Rules
D) ROC Chart
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: A | Question # 3 Answer: C | Question # 4 Answer: D | Question # 5 Answer: D |
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