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SASInstitute Modeling Using SAS Visual Statistics Sample Questions (Q23-Q28):

NEW QUESTION # 23
Select the best distribution to model with linear regression.

• A.
• B.
• C.
• D.

Answer: D

 

NEW QUESTION # 24
When building a predictive model with logistic regression, when should you choose an appropriate link function?

• A. After specifying the number of predictors
• B. After specifying the learning rate
• C. Based on the nature of the response variable and the problem
• D. Before assigning roles to variables

Answer: C

 

NEW QUESTION # 25
Which SAS tool is suitable for creating complex data manipulation and transformation workflows in a visual interface?

• A. SAS Visual Data Builder
• B. SAS Visual Analytics
• C. SAS Studio
• D. SAS Enterprise Guide

Answer: A

 

NEW QUESTION # 26
What is the primary purpose of choosing an appropriate distribution in a generalized linear model?

• A. To control the significance level of predictor variables
• B. To simplify the model's mathematical formulation
• C. To accurately reflect the nature of the response variable's distribution
• D. To determine the number of predictors in the model

Answer: C

 

NEW QUESTION # 27
When investigating leaf nodes in a decision tree, what does it reveal about the data?

• A. The decision rules leading to each leaf node
• B. The feature values associated with each leaf node
• C. The class labels assigned to each leaf node
• D. The statistical significance of each leaf node

Answer: A,B,C

 

NEW QUESTION # 28
......

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