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A00-485 Latest Exam Format & A00-485 Questions Answers

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SASInstitute Modeling Using SAS Visual Statistics Sample Questions (Q68-Q73):

NEW QUESTION # 68
In logistic regression, which variable is typically designated as the "event" variable (binary)?

A. The response variable indicating the event occurrence
B. The predictor variable with the lowest p-value
C. The intercept term in the model
D. The predictor variable with the highest p-value

Answer: A

NEW QUESTION # 69
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 grouped into one non-event.
B. An ordinal logistic regression is performed.
C. The other levels are offset to account for exposure.
D. A multinomial logistic regression is performed.

Answer: A

NEW QUESTION # 70
What is one potential disadvantage of excessively deep decision trees?

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

Answer: A

NEW QUESTION # 71
What is the primary purpose of modeling effects in linear regression?

A. To capture the relationship between predictors and the response variable
B. To identify outliers in the data
C. To assess multicollinearity among predictors
D. To calculate the p-values of the predictors

Answer: A

NEW QUESTION # 72
How can you interpret a Tree Map in the context of a decision tree?

A. It summarizes the performance metrics of the decision tree.
B. It shows the decision boundaries between classes.
C. It displays the hierarchical structure of the decision tree.
D. It visualizes the distribution of data points in leaf nodes.

Answer: C,D

NEW QUESTION # 73
......

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