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SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. When examining the summary table for group-by processing, what information can you find?

A) The mean value of the target variable for each group
B) The standard deviation of the target variable for each group
C) The distribution of the group-by variable
D) The number of observations in each group

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

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

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

4. Which SAS tool is suitable for creating complex data manipulation and transformation workflows in a visual interface?

A) SAS Visual Data Builder
B) SAS Visual Analytics
C) SAS Studio
D) SAS Enterprise Guide

5. What is one potential disadvantage of excessively deep decision trees?

A) Faster prediction times
B) Increased interpretability
C) Greater stability in the model
D) Overfitting to the training data

Solutions: