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SASInstitute Modeling Using SAS Visual Statistics Sample Questions (Q55-Q60):

NEW QUESTION # 55
You perform a logistic regression on a multinomial response variable in SAS Visual Statistics that has 3 levels: Small, Medium, Large. "Large" is specified as the event.
Which statement is true?

A. A multinomial logistic regression is performed.
B. The other levels are grouped into one non-event.
C. An ordinal logistic regression is performed.
D. The other levels are offset to account for exposure.

Answer: B

NEW QUESTION # 56
In decision tree analysis, what is typically found on the y-axis of an icicle plot?

A. Depth of the tree
B. Impurity measures
C. Feature values
D. Class labels

Answer: A,C,D

NEW QUESTION # 57
In generalized linear models, what is the purpose of the link function?

A. To calculate the p-values of predictor variables
B. To adjust the model for multicollinearity
C. To specify the relationship between the predictor and response variables
D. To determine the distribution of the response variable

Answer: C

NEW QUESTION # 58
When combining multiple categories into fewer levels in SAS Visual Analytics, what technique is often used?

A. Variable transformation
B. Binning or grouping
C. Principal Component Analysis (PCA)
D. Data imputation

Answer: B

NEW QUESTION # 59
What properties can be defined in a logistic regression model?

A. Coefficients and p-values
B. The distribution of the response variable
C. The number of iterations
D. The learning rate

Answer: A,B

NEW QUESTION # 60
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