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| Certification Vendor: | SAS Institute |
| Exam Name: | Modeling Using SAS Visual Statistics |
| Exam Number: | A00-485 |
| Available Languages: | English |
| Exam Duration: | 110 minutes |
| Related Certifications: | SAS Certified Specialist in Visual Analytics SAS Certified Associate in Applied Statistics |
| Passing Score: | 68 |
| Exam Format: | Multiple Choice, Short Answer, Interactive |
| Exam Price: | USD 180 |
| Real Exam Qty: | 60 |
| Sample Questions: | SASInstitute A00-485 Sample Questions |
| Exam Way: | Proctored exam at a SAS testing center or through OnVUE online proctoring. |
| Official Syllabus URL: | https://www.sas.com/en_us/certification.html |
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Preparation and Exploration | 20% | - Data quality - Importing data - Data exploration using SAS Visual Statistics |
| Topic 2: Model Assessment and Selection | 20% | - Model fit statistics - Model comparison - ROC and Lift curves |
| Topic 3: Building Predictive Models | 40% | - Neural networks - Regression models - Gradient boosting - Decision trees |
| Topic 4: Scoring and Deployment | 20% | - Model deployment - Model scoring |
1. Refer to the exhibits:

An analyst has created a cluster model based on the settings in Exhibit 1 and chose to derive a cluster ID variable.
Why are there 6 cluster IDs in Exhibit 2 based on these settings?
A) Parallel Coordinates Visible Roles setting is 6.
B) There are observations with missing values.
C) Cluster Diagram Visible Roles setting is 6.
D) Variable Standardization has been chosen.
2. You perform a logistic regression on a multinomial response variable in SAS Visual Statistics that has 3 levels: Small, Medium, Large. "Large" is specified as the event.
Which statement is true?
A) The other levels are grouped into one non-event.
B) A multinomial logistic regression is performed.
C) The other levels are offset to account for exposure.
D) An ordinal logistic regression is performed.
3. In SAS Visual Analytics, which tool is commonly used to transform variables using functions like logarithm or square root?
A) SAS Enterprise Miner
B) SAS Visual Data Builder
C) SAS Enterprise Guide
D) SAS Studio
4. What is the purpose of applying a prediction cut-off in model assessment?
A) To divide the dataset into training and testing sets
B) To calculate the p-values of predictor variables
C) To determine the optimal threshold for classifying outcomes
D) To identify influential data points in the dataset
5. Which statement is true for the Informative Missingness property in SAS Visual Statistics?
A) Missing values are flagged on diagnostic plots.
B) A table of missingness patterns for the predictor variables is displayed in the model output.
C) The user is prompted to fill in a value to impute for missing predictor variables.
D) Missing values are imputed and indicator variables are created for missing predictors.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: C | Question # 5 Answer: D |
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