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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. Given an Influence Plot generated in a Linear Regression within SAS Visual Statistics, which diagnostic can be used to quantify leverage?

A) Adjusted R-Squared
B) AIC
C) Likelihood Displacement
D) Concordance

2. In cluster analysis, what does the term "centroid" refer to?

A) The number of variables used in the analysis
B) The center point of a cluster in the feature space
C) The minimum distance between two clusters
D) The total number of data points in a cluster

3. When examining the summary table for group-by processing, what information can you find?

A) The number of observations in each group
B) The standard deviation of the target variable for each group
C) The mean value of the target variable for each group
D) The distribution of the group-by variable

4. What does a Lift chart evaluate in terms of model performance?

A) The distribution of the response variable
B) The interaction effects between predictor variables
C) The correlation between predictor variables
D) The relative performance of the model compared to a random model

5. After a logistic regression has been created in SAS Visual Statistics, you discover that not all observations were used to create the model.
How would you run the model on all of the data?

A) Select Informative Missingness on the properties tab.
B) Select Use Variable Selection on the properties tab.
C) Include the correct offset term.
D) Include the correct interaction term.

Solutions: