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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. When specifying Cluster Roles for Cluster Analysis in SAS Visual Statistics, which condition is correct?

A) A target variable is required.
B) Interaction items are allowed.
C) At least two variables are required.
D) Category items are not allowed.

2. You have a regression model effect that represents the total amount of sales. In addition to that, you would like to create a model effect that represents the average amount of sales.
Which option should you use?

A) Create a calculated item by duplicating the original model effect and changing its default aggregation to Average.
B) Create an aggregated measure using the Avg aggregation on total amount of sales.
C) Create a calculated item that divides total amount of sales by the total amount of items sold.
D) Create an aggregated measure using the Sum aggregation of total amount of sales divided by the Sum aggregation of total amount of items sold.

3. You want to use a generalized linear model to predict donation amount from a set of demographics predictors. Donation amount is known to be right-skewed, with many non-donors (donation amount = 0).
Which settings in the Generalized Linear Model task are most appropriate for modeling this response?

A)

B)

C)

D)

4. 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 Studio
D) SAS Enterprise Guide

5. Which statement is true regarding model comparison within SAS Visual Statistics?

A) Two cluster analyses cannot be compared if they have different initial seed assignments.
B) A logistic regression and a decision tree cannot be compared.
C) A linear regression and a generalized linear model cannot be compared.
D) Two generalized linear models cannot be compared if they use different underlying distributions.

Solutions: