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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:
1. In linear regression, what does a high p-value for a predictor variable suggest?
A) The predictor is not relevant for the model.
B) The predictor is a categorical variable.
C) The predictor has a strong linear relationship with the response.
D) The predictor is highly significant for the model.
2. When assigning roles in a GLM, what does the "offset" variable typically represent?
A) The target variable
B) A variable used to adjust the intercept
C) A predictor variable
D) A variable with a known constant coefficient
3. When specifying Cluster Roles for Cluster Analysis in SAS Visual Statistics, which condition is correct?
A) At least two variables are required.
B) A target variable is required.
C) Category items are not allowed.
D) Interaction items are allowed.
4. What is the primary purpose of reviewing the residual plot in linear regression analysis?
A) To detect outliers in the predictor variables
B) To assess the linearity assumption and identify potential issues
C) To calculate the coefficient of determination (R-squared)
D) To determine the p-value associated with the response variable
5. Which SAS tool is most suitable for managing explorations and visualizations in a business intelligence context?
A) SAS Studio
B) SAS Enterprise Miner
C) SAS Visual Data Builder
D) SAS Enterprise Guide
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B,D | Question # 3 Answer: A | Question # 4 Answer: B | Question # 5 Answer: C |
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