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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. When performing a logistic regression in SAS Visual Statistics, the default prediction cutoff is .50. If you increase the cutoff to .80 then derive predicted values, which statement is the expected outcome?

A) The predicted events remain unchanged and the predicted probabilities increase.
B) The predicted events remain unchanged and the predicted probabilities decrease.
C) The predicted events increase and the predicted probabilities remain unchanged.
D) The predicted events decrease and the predicted probabilities remain unchanged.

2. Given an Influence Plot generated in a Linear Regression within SAS Visual Statistics, which diagnostic can be used to quantify leverage?

A) Likelihood Displacement
B) AIC
C) Concordance
D) Adjusted R-Squared

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

4. When modeling binary outcomes in a generalized linear model, which distribution and link function combination is commonly used?

A) Poisson distribution with a log link function
B) Exponential distribution with a square root link function
C) Binomial distribution with a logit link function
D) Normal distribution with an identity link function

5. In decision tree analysis, what is typically found on the y-axis of an icicle plot?

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

Solutions: