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SASInstitute A00-485 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| SAS Visual Statistics Cross-functional Tasks | 22% | - Prepare data using SAS Visual Analytics - Filter data used for a model - Perform model validation - Use interactive group-by functionality |
| Model Comparison and Scoring | 9% | - Compare multiple models using fit statistics - Apply models to score new data |
| Building and Assessing Segmentation Models | 28% | - Assess and interpret decision tree performance - Perform supervised segmentation using decision trees - Perform unsupervised segmentation using cluster analysis - Analyze and interpret cluster results |
| Building and Assessing Regression-type Models | 41% | - Perform generalized linear regression modeling - Perform generalized additive modeling - Assess model fit and diagnostics - Explain concepts of linear models - Perform nonparametric logistic regression modeling - Perform linear regression modeling |
SASInstitute Modeling Using SAS Visual Statistics Sample Questions:
Question #1
What does a Group-by Variable enable you to do in SAS Visual Statistics?
A. Use variable selection.
B. Leverage informative missingness for measure and category variables.
C. Fit a model for each data segment defined by one or more category variables.
D. Fit a model for every value of a measure's distribution.
Question #2
What is the maximum number of response variables that SAS Visual Statistics allows for a decision tree?
A. 5
B. 3
C. 7
D. 1
Question #3
In cluster analysis, what does the term "centroid" refer to?
A. The center point of a cluster in the feature space
B. The minimum distance between two clusters
C. The number of variables used in the analysis
D. The total number of data points in a cluster
Question #4
When modeling binary outcomes in a generalized linear model, which distribution and link function combination is commonly used?
A. Binomial distribution with a logit link function
B. Exponential distribution with a square root link function
C. Poisson distribution with a log link function
D. Normal distribution with an identity link function
Question #5
When applying interactive group-by in SAS Visual Analytics, what happens when you select a specific group?
A. The measures are aggregated for the selected group
B. The other groups are temporarily hidden from the visualization
C. The selected group is highlighted within the visualization
D. The visualization updates to show data only for the selected group
Solutions:
| Question #1 Correct Answer: C | Question #2 Correct Answer: D | Question #3 Correct Answer: A | Question #4 Correct Answer: A | Question #5 Correct Answer: B,C,D |
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