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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. What is the primary purpose of specifying the link function in logistic regression?

A) To determine the distribution of the response variable
B) To ensure that all predictor variables are used
C) To control the significance level of predictor variables
D) To establish the relationship between the linear predictor and the probability of an event

2. In SAS Visual Statistics, how can you use a derived cluster ID variable in another visualization?

A) By exporting it as a separate dataset
B) By including it as a dimension in a new visualization
C) By linking it to a table in a database
D) By embedding it within a scatter plot

3. What is the purpose of deriving a cluster ID variable in cluster analysis?

A) To set parallel coordinate properties
B) To calculate the distance between clusters
C) To create a scatter plot of data points
D) To assign cluster labels to data points

4. Refer to the exhibits:


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 6 cluster IDs in Exhibit 2 based on these settings?

A) Cluster Diagram Visible Roles setting is 6.
B) Variable Standardization has been chosen.
C) Parallel Coordinates Visible Roles setting is 6.
D) There are observations with missing values.

5. Given a scenario where the response variable represents the number of accidents in a day, what distribution and link function might be appropriate for modeling?

A) Normal distribution with an identity link function
B) Poisson distribution with a log link function
C) Exponential distribution with a square root link function
D) Logistic distribution with a logit link function

Solutions: