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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Model Comparison and Scoring | 9% | - Compare multiple models using fit statistics - Apply models to score new data |
| Topic 2: Building and Assessing Segmentation Models | 28% | - Perform supervised segmentation using decision trees - Analyze and interpret cluster results - Perform unsupervised segmentation using cluster analysis - Assess and interpret decision tree performance |
| Topic 3: SAS Visual Statistics Cross-functional Tasks | 22% | - Perform model validation - Use interactive group-by functionality - Prepare data using SAS Visual Analytics - Filter data used for a model |
| Topic 4: Building and Assessing Regression-type Models | 41% | - Perform generalized linear regression modeling - Assess model fit and diagnostics - Perform generalized additive modeling - Perform nonparametric logistic regression modeling - Perform linear regression modeling - Explain concepts of linear models |
1. When performing linear regression modeling, what is the primary goal of assessing multicollinearity among predictors?
A) To detect non-linear relationships
B) To identify influential outliers
C) To calculate the coefficient of determination (R-squared)
D) To ensure that predictor variables are not highly correlated
2. What are the benefits of applying filters to both visualization and data source in SAS Visual Analytics?
A) Increased performance by reducing data retrieval from the source
B) Improved security by restricting access to specific data
C) Enhanced user experience by providing more interactive filtering options
D) Consistency in data presentation across multiple visualizations
3. How can score code be implemented to score new data using SAS Enterprise Miner?
A) By importing the code into SAS Data Integration Studio
B) By pasting the code into a web browser
C) By creating a scoring node in a SAS Enterprise Miner process flow
D) By manually executing the code in a command-line interface
4. Which statement is true about performing regressions in SAS Visual Statistics?
A) You can build both a linear regression or a logistic regression with a generalized linear model.
B) You can specify a multinomial classifier as the response variable with linear regression.
C) You can build neither a linear regression nor a logistic regression with a generalized linear model.
D) You can specify an ordinal classifier as the response variable with linear regression.
5. Which SAS tools can be used to score new data using score code generated by SAS Visual Statistics?
A) SAS Enterprise Miner
B) SAS Enterprise Guide
C) SAS Studio
D) SAS Data Integration Studio
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A,D | Question # 3 Answer: C | Question # 4 Answer: A | Question # 5 Answer: A,B,C,D |
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