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SASInstitute A00-485 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Building and Assessing Segmentation Models | 28% | - Perform supervised segmentation using decision trees - Assess and interpret decision tree performance - Perform unsupervised segmentation using cluster analysis - Analyze and interpret cluster results |
| Topic 2: SAS Visual Statistics Cross-functional Tasks | 22% | - Use interactive group-by functionality - Prepare data using SAS Visual Analytics - Perform model validation - Filter data used for a model |
| Topic 3: Building and Assessing Regression-type Models | 41% | - Explain concepts of linear models - Assess model fit and diagnostics - Perform generalized additive modeling - Perform generalized linear regression modeling - Perform linear regression modeling - Perform nonparametric logistic regression modeling |
| Topic 4: Model Comparison and Scoring | 9% | - Compare multiple models using fit statistics - Apply models to score new data |
SASInstitute Modeling Using SAS Visual Statistics Sample Questions:
Given an Influence Plot generated in a Linear Regression within SAS Visual Statistics, which diagnostic can be used to quantify leverage?
- A. Likelihood Displacement
- B. Concordance
- C. Adjusted R-Squared
- D. AIC
Correct Answer: A 🗳️
What roles can be assigned to variables in logistic regression?
- A. Input
- B. Interval
- C. Target
- D. Nominal
Correct Answer: A,C,D 🗳️
How are split points determined in a decision tree?
- A. By minimizing the number of leaf nodes
- B. Randomly assigned
- C. Based on the order of appearance in the dataset
- D. By maximizing information gain or Gini impurity reduction
Correct Answer: D 🗳️
Which of the following are common distributions used in generalized linear models?
- A. Logistic
- B. Normal
- C. Poisson
- D. Exponential
Correct Answer: A,B,C 🗳️
Refer to the exhibit:
An economist is predicting demand using a linear regression model.
If all of the effect variables equal 1, what is the predicted demand?
- A. 352.454433
- B. 352.415433
- C. 352.405432
- D. 362.415133
Correct Answer: B 🗳️
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