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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. Refer to the exhibit from a linear regression model in SAS Visual Statistics:

Based on the table above and assuming a significance level of 0.05, what can be concluded about the linear regression model?

A) The Intercept is an important predictor of the response.
B) For a 1371.5 unit decrease in Total Promos, there is an expected one-unit increase in the response.
C) For one one-unit increase in Average Sales, there is an expected increase in the response of
4475.443.
D) Age is a significant predictor of the response.

2. Your data contains a column for Country that contains 350 unique values. There are multiple entries for some countries (Japan, JPN, japan, etc.). You want a unique value for each country.
Which is the most efficient way to correct inconsistent values?

A) Create a visualization filter to suppress the incorrect variations of a country.
B) Create a calculated item using a Boolean IF...ELSE statement that changes the incorrect variations.
C) Create a data source filter to suppress the incorrect variations of a country.
D) Create a Custom Category that combines all the variations of a country into one.

3. 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) Use variable selection.
C) Leverage informative missingness for measure and category variables.
D) Fit a model for each data segment defined by one or more category variables.

4. When interpreting a Misclassification plot in model comparison, what does it typically show?

A) The distribution of the response variable
B) The trade-off between false positives and false negatives at different thresholds
C) The relationship between two predictor variables
D) The performance of models in terms of AUC

5. Which of the following tasks in SAS Visual Analytics involves reducing the granularity of categorical data?

A) Transforming a variable
B) Creating a dummy variable
C) Imputing a variable
D) Aggregating a measure

Solutions: