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SASInstitute A00-485 Exam Syllabus Topics:

SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. What is the primary goal of linear models in statistical modeling?

A) To capture non-linear relationships in data
B) To establish a linear relationship between variables
C) To predict categorical outcomes
D) To classify data into distinct groups

2. What are the roles that can be assigned in a generalized linear model (GLM)?

A) Intercept
B) Offset
C) Target
D) Predictor

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

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

4. Prior to fitting a regression model, data binning of a continuous effect should be used for what purpose?

A) Gain information due to discretization.
B) Improve the accuracy of your predictions.
C) Reduce the cardinality of a continuous effect.
D) Reduce the impact of minor observation errors.

5. Which statement is TRUE regarding a generalized additive model (GAM) in SAS Visual Analytics?

A) GAM assumes a strict linear relationship between the predictors and the response function.
B) Specification of a spline effect is optional.
C) A larger maximum degrees of freedom for the univariate spline term enforces a less complex fit.
D) The roughness penalty controls the balance between goodness of fit and the roughness of the spline curve.

Solutions: