Exam Name: Modeling Using SAS Visual Statistics
Certification Provider: SASInstitute
Corresponding Certification: SASInstitute Certification
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SASInstitute A00-485 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Preparation and Exploration | 20% | - Data quality - Data exploration using SAS Visual Statistics - Importing data |
| Topic 2: Building Predictive Models | 40% | - Gradient boosting - Neural networks - Decision trees - Regression models |
| Topic 3: Model Assessment and Selection | 20% | - Model fit statistics - ROC and Lift curves - Model comparison |
| Topic 4: Scoring and Deployment | 20% | - Model scoring - Model deployment |
SASInstitute Modeling Using SAS Visual Statistics Sample Questions:
How can you interpret the impurity measures in an icicle plot of a decision tree?
- A. Lower impurity implies more homogeneity within a leaf node.
- B. Impurity measures represent the number of data points in a leaf node.
- C. Higher impurity indicates better separation of classes.
- D. Impurity measures are irrelevant in decision tree analysis.
In linear regression modeling, what roles are typically assigned to variables?
- A. Input, Target, and Nominal
- B. Predictor, Response, and Interaction
- C. Dependent, Independent, and Categorical
- D. Intercept, Slope, and Error
What is the purpose of implementing score code generated by SAS Visual Statistics?
- A. To evaluate the performance of the scoring code
- B. To calculate the p-values of predictor variables
- C. To apply the trained model to new data for predictions
- D. To assess the distribution of residuals in the model
What is the primary goal of linear models in statistical modeling?
- A. To predict categorical outcomes
- B. To capture non-linear relationships in data
- C. To classify data into distinct groups
- D. To establish a linear relationship between variables
What does the interactive group-by feature in SAS Visual Analytics allow you to do?
- A. Interactively explore different levels of the group-by variable
- B. Apply group-by modeling to multiple measures simultaneously
- C. Create subgroups within the group-by variable
- D. Dynamically change the group-by variable during analysis
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