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SASInstitute A00-485 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Predictive Modeling Fundamentals | - Regression modeling concepts
|
| Model Evaluation and Interpretation | - Interpreting model outputs and reports - Assessing model performance |
| Data Preparation and Exploration in SAS Viya | - Loading and preparing data for Visual Statistics - Exploratory data analysis and visualization |
| Machine Learning Methods in Visual Statistics | - Clustering techniques - Decision trees and random forests concepts |
SASInstitute Modeling Using SAS Visual Statistics Sample Questions:
1. Given a scenario where the response variable represents the time until an event occurs, what distribution and link function might be appropriate for modeling?
A) Exponential distribution with a log link function
B) Logistic distribution with a logit link function
C) Normal distribution with an identity link function
D) Poisson distribution with a log link function
2. Which statement is true regarding the Cluster Analysis in SAS Visual Statistics?
A) Clusters may overlap in the Cluster Matrix plot.
B) You can derive a Cluster ID variable by right clicking on the Parallel Coordinates plot.
C) An observation can belong to more than one cluster.
D) SAS Visual Statistics creates a measure variable containing the cluster ID when you derive a Cluster ID variable.
3. 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 matrix plot
D) cluster summary table
4. Refer to the Parallel Coordinates Plot shown on the Exhibit.
Which two statements about cluster 0 in the Parallel Coordinates Plot are correct? (Choose two.)
A) In relation to the other clusters, it consists of people from the lower income group.
B) In relation to the other clusters, it consists of people whose house values are lower.
C) In relation to the other clusters, it consists of people who are younger.
D) It contains the most observations.
5. Cluster Analysis in SAS Visual Statistics is categorized as which type of machine learning?
A) Unsupervised learning
B) Reinforcement learning
C) Semi-supervised learning
D) Supervised learning
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: A,B | Question # 5 Answer: A |
