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SASInstitute Modeling Using SAS Visual Statistics Sample Questions (Q64-Q69):
NEW QUESTION # 64
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 Tobit link function
- B. generalized linear model using the binomial distribution and the log link function
- C. logistic regression model using the Logit link function
- D. logistic regression model using the Probit link function
Answer: C
NEW QUESTION # 65
An analyst wants to limit data to a certain demographic and build a decision tree model.
Which approach should the analyst take?
- A. Create a new data hierarchy.
- B. Create an SQL query from the filters tab.
- C. Create a new ranks variable on age and sort descending on that variable.
- D. Create a report filter.
Answer: D
NEW QUESTION # 66
Refer to the exhibits:
Exhibit 1:
Exhibit 2:
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 5 cluster IDs in Exhibit 2 based on these settings?
- A. There are observations with missing values.
- B. Parallel Coordinates Visible Roles setting is 5.
- C. Variable Standardization has been chosen.
- D. Cluster Matrix Visible Roles setting is 5.
Answer: A
NEW QUESTION # 67
What are some features of model comparison in SAS Visual Statistics?
- A. Evaluating model stability over time
- B. Assessing the impact of predictor variables on model outcomes
- C. Identifying the best model based on a single metric
- D. Comparing the performance of different models
Answer: C,D
NEW QUESTION # 68
What is the primary purpose of reviewing the residual plot in linear regression analysis?
- A. To detect outliers in the predictor variables
- B. To calculate the coefficient of determination (R-squared)
- C. To assess the linearity assumption and identify potential issues
- D. To determine the p-value associated with the response variable
Answer: C
NEW QUESTION # 69
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