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| Certification Vendor: | SAS Institute |
|---|---|
| Exam Name: | Modeling Using SAS Visual Statistics |
| Exam Number: | A00-485 |
| Exam Format: | Multiple choice, Scenario-based questions |
| Real Exam Qty: | Approximately 60 |
| Exam Duration: | 110 minutes |
| Available Languages: | English |
| Passing Score: | Approximately 70% |
| Exam Price: | $180 USD (varies by region) |
| Certificate Validity Period: | Typically 3 years (varies by certification policy) |
| Related Certifications: | SAS Certified Specialist: Visual Statistics using SAS Viya |
| Recommended Training: | SAS Visual Statistics Training Courses |
| Exam Registration: | SAS Certification Portal |
| Sample Questions: | SASInstitute A00-485 Sample Questions |
| Exam Way: | Online proctored exam via SAS certification platform |
| Pre Condition: | No formal prerequisites required, but familiarity with SAS Viya and basic statistics is recommended |
| Official Syllabus URL: | https://www.sas.com |
| Section | Objectives |
|---|---|
| Topic 1: Model Evaluation and Interpretation | - Assessing model performance - Interpreting model outputs and reports |
| Topic 2: Predictive Modeling Fundamentals | - Model selection and comparison techniques - Regression modeling concepts
|
| Topic 3: Machine Learning Methods in Visual Statistics | - Clustering techniques - Decision trees and random forests concepts |
| Topic 4: Data Preparation and Exploration in SAS Viya | - Loading and preparing data for Visual Statistics - Exploratory data analysis and visualization |
Question 1
What is variable selection in SAS Visual Statistics used for in logistic regression modeling?
A. To specify the distribution of the response variable
B. To assign roles to variables
C. To exclude all predictor variables
D. To identify and choose relevant predictor variables
Question 2
What properties can be assigned when comparing models in SAS Visual Statistics?
A. The color scheme for visualization
B. The variables to include in the model comparison
C. The number of observations in the dataset
D. The learning rate for gradient boosting models
Question 3
You want to build a model that predicts whether a customer will default on a loan assuming an underlying binomial distribution.
Which model within SAS Visual Statistics would you use?
A. logistic regression model using the Probit link function
B. logistic regression model using the Logit link function
C. logistic regression model using the Tobit link function
D. generalized linear model using the binomial distribution and the log link function
Question 4
When specifying Cluster Roles for Cluster Analysis in SAS Visual Statistics, which condition is correct?
A. Category items are not allowed.
B. A target variable is required.
C. At least two variables are required.
D. Interaction items are allowed.
Question 5
Which of the following criteria are commonly used for pruning a decision tree?
A. Maximum depth
B. Maximum tree height
C. Maximum leaf nodes
D. Minimum split count
Solutions:
| Question 1 Answer: D | Question 2 Answer: B | Question 3 Answer: B | Question 4 Answer: C | Question 5 Answer: A,C,D |
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