Modeling Using SAS Visual Statistics pdf study material

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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. Interactions can be created and added to a linear regression model.
Which statement is true about interactions?

A) Each interaction is limited to 3 effects or fewer.
B) The maximum number of interactions allowed in a model is 3.
C) An interaction can be created for a squared category variable.
D) Measures and categories can be combined to create an interaction.

2. What properties can be defined in a logistic regression model?

A) The learning rate
B) The distribution of the response variable
C) Coefficients and p-values
D) The number of iterations

3. Which of the following criteria are commonly used for pruning a decision tree?

A) Maximum leaf nodes
B) Maximum depth
C) Minimum split count
D) Maximum tree height

4. What is the maximum number of response variables that SAS Visual Statistics allows for a decision tree?

A) 7
B) 1
C) 3
D) 5

5. What can you interpret from the Assessment panel in a decision tree analysis?

A) The decision boundaries between leaf nodes
B) The feature importance for each variable in the tree
C) The tree's structural properties, such as depth and number of nodes
D) The tree's training and validation performance metrics

Solutions: