SASInstitute Modeling Using SAS Visual Statistics : A00-485

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SASInstitute A00-485 Exam Syllabus Topics:

SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. Refer to the exhibit:

An economist is predicting demand using a linear regression model.
If all of the effect variables equal 1, what is the predicted demand?

A) 362.415133
B) 352.415433
C) 352.405432
D) 352.454433

2. What does adding an interaction effect in linear regression modeling allow you to capture?

A) The joint impact of two or more predictors on the response variable
B) The multicollinearity among predictors
C) The effect of missing data on the model
D) The presence of outliers in the data

3. 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 total number of data points in a cluster
D) The minimum distance between two clusters

4. During cluster creation, if the Variable Standardization option is selected, where in SAS Visual Statistics can you view the standardization formula?

A) cluster summary table
B) parallel coordinates plot
C) cluster matrix plot
D) score code

5. When building a cluster analysis in SAS Visual Statistics, which of the following algorithms is commonly used for partitioning data into clusters?

A) Decision Tree
B) Principal Component Analysis (PCA)
C) K-means
D) Linear Regression

Solutions: