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SASInstitute A00-485 Exam Syllabus Topics:

SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

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

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

2. In SAS Visual Analytics, which tool is commonly used to transform variables using functions like logarithm or square root?

A) SAS Visual Data Builder
B) SAS Studio
C) SAS Enterprise Miner
D) SAS Enterprise Guide

3. What is the primary benefit of exporting score code for model deployment?

A) It allows for model performance assessment on a test dataset.
B) It provides insights into the distribution of predictor variables.
C) It automatically generates new predictor variables.
D) It enables scoring of new data without the need for SAS Visual Statistics.

4. How can you appropriately change the number of clusters in a k-means cluster analysis?

A) By adjusting the learning rate
B) By modifying the random seed
C) By increasing the number of iterations
D) By changing the K-value

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

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

Solutions: