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SASInstitute A00-485 Exam Syllabus Topics:

SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

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

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

2. What does a Group-by Variable enable you to do in SAS Visual Statistics?

A) Fit a model for every value of a measure's distribution.
B) Fit a model for each data segment defined by one or more category variables.
C) Leverage informative missingness for measure and category variables.
D) Use variable selection.

3. In SAS Visual Analytics, what can you use to choose the best fitting group-by model?

A) Visualization of model residuals
B) Fit statistics such as AIC and BIC
C) Group-by variable with the highest p-value
D) Variable Importance

4. Given a scenario, what fit statistic can be used to select a champion model in model comparison?

A) The R-squared value
B) The AUC (Area Under the Curve)
C) The p-value of the intercept term
D) The learning rate of the model

5. How can you derive a leaf ID for use in other models or analyses based on a decision tree?

A) By applying a clustering algorithm to leaf node values
B) By calculating the distance between data points and leaf nodes
C) By extracting the node IDs of all leaf nodes
D) By concatenating the decision rules leading to a leaf node

Solutions: