SASInstitute A00-485 Exam Collection - Modeling Using SAS Visual Statistics

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SASInstitute A00-485 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Building and Assessing Segmentation Models28%- Analyze and interpret cluster results
- Perform supervised segmentation using decision trees
- Assess and interpret decision tree performance
- Perform unsupervised segmentation using cluster analysis
Topic 2: Model Comparison and Scoring9%- Compare multiple models using fit statistics
- Apply models to score new data
Topic 3: SAS Visual Statistics Cross-functional Tasks22%- Prepare data using SAS Visual Analytics
- Use interactive group-by functionality
- Filter data used for a model
- Perform model validation
Topic 4: Building and Assessing Regression-type Models41%- Perform generalized additive modeling
- Perform nonparametric logistic regression modeling
- Perform generalized linear regression modeling
- Assess model fit and diagnostics
- Explain concepts of linear models
- Perform linear regression modeling

SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. Refer to the exhibit:

Which is the modeling approach that should be used when fitting the Target Gift Amount variable?

A) Linear regression model with Interaction effects.
B) Generalized linear model with a Normal distribution and Log Link.
C) Logistic regression model.
D) Generalized linear model with a Poisson distribution and Identity link.


2. Select the best distribution to model with linear regression.

A)

B)

C)

D)


3. In decision tree modeling, what is the purpose of setting a minimum split count?

A) To control the learning rate of the model
B) To determine the maximum depth of the tree
C) To specify the minimum number of data points required to perform a split
D) To prevent any splits in the tree


4. When examining the Cluster Summary tab, what information is typically available?

A) Statistics for each cluster, such as mean and standard deviation
B) The number of iterations performed during clustering
C) The decision tree structure for each cluster
D) The number of variables in the analysis


5. What are some properties that can be defined in a linear regression model?

A) Maximum depth and minimum leaf size
B) Confusion matrix and accuracy
C) Coefficients, p-values, and R-squared
D) Learning rate and number of iterations


Solutions:

Question # 1
Answer: B
Question # 2
Answer: B
Question # 3
Answer: C
Question # 4
Answer: A
Question # 5
Answer: C

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