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SASInstitute Modeling Using SAS Visual Statistics Sample Questions (Q158-Q163):

NEW QUESTION # 158
Which statement is true about Decision Trees in SAS Visual Statistics

A. Decision trees cannot handle missing values.
B. Decision trees can be used for outlier detection.
C. Decision trees can be used for classification and estimation.
D. Decision trees cannot handle continuous dependent variables.

Answer: C

NEW QUESTION # 159
In linear regression, what does the coefficient of determination (R-squared) measure?

A. The impact of outliers on the model
B. The degree of multicollinearity among predictors
C. The goodness of fit of the model to the data
D. The p-value associated with the intercept term

Answer: C

NEW QUESTION # 160
When filtering data for a model in SAS Visual Analytics, what can you do to exclude selections and filter data?

A. Use the exclude option when setting up a filter
B. Apply a data filter on the visualization
C. Specify exclusion criteria in the data source properties
D. Define a filter condition using the interactive filter pane

Answer: A,B,C,D

NEW QUESTION # 161
In model assessment, why might you need to assess residuals and other model diagnostics to choose an appropriate distribution and link function?

A. To calculate the p-values of predictor variables
B. To ensure that predictor variables are not highly correlated
C. To verify if the chosen model assumptions are met and make adjustments if necessary
D. To determine the order of predictor variables in the model

Answer: C

NEW QUESTION # 162
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. RestPulse is a significant predictor of the response.
B. For one one-unit increase in RunTime, there is an expected increase in the response of 2.6287.
C. For a .03696 unit decrease in RunPulse, there is an expected one-unit increase in the response.
D. The Intercept is an important predictor of the response.

Answer: B

NEW QUESTION # 163
......

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SASInstitute Modeling Using SAS Visual Statistics Sample Questions (Q158-Q163):

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