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SASInstitute Modeling Using SAS Visual Statistics Sample Questions (Q64-Q69):

NEW QUESTION # 64
Refer to the Parallel Coordinates Plot shown on the Exhibit.

Which two statements about cluster 0 in the Parallel Coordinates Plot are correct? (Choose two.)

* A. In relation to the other clusters, it consists of people whose house values are lower.
* B. It contains the most observations.
* C. In relation to the other clusters, it consists of people who are younger.
* D. In relation to the other clusters, it consists of people from the lower income group.
Answer: A,D

NEW QUESTION # 65
Refer to the exhibit:

What does the Residual Plot from a linear regression model reveal?

* A. There is an approximately equal number of positive and negative residuals.
* B. It suggests the error variance is constant.
* C. The model is not capturing all of the available signals in the data.
* D. It suggests the errors are uncorrelated.
Answer: C

NEW QUESTION # 66
What information can you interpret from a Cluster Matrix?

* A. The number of data points in each cluster
* B. The order of cluster creation
* C. The cluster centroids
* D. The proximity or similarity between clusters
Answer: C,D

NEW QUESTION # 67
What is one advantage of using SAS Studio to score new data with exported score code?

* A. It requires no additional software installation.
* B. It allows for direct integration with Hadoop clusters.
* C. It provides advanced visualization capabilities.
* D. It automatically optimizes the scoring process.
Answer: A

NEW QUESTION # 68
In SAS Visual Statistics, which role is typically assigned to variables in cluster analysis?

* A. Output
* B. Input
* C. Predictor
* D. Target
Answer: B

NEW QUESTION # 69
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