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SASInstitute A00-485 Exam Syllabus Topics:

SectionWeightObjectives
Data Preparation and Exploration20%- Importing data
- Data exploration using SAS Visual Statistics
- Data quality
Scoring and Deployment20%- Model deployment
- Model scoring
Building Predictive Models40%- Neural networks
- Regression models
- Decision trees
- Gradient boosting
Model Assessment and Selection20%- ROC and Lift curves
- Model fit statistics
- Model comparison

SASInstitute Modeling Using SAS Visual Statistics Sample Questions:

1. Which of the following are common distributions used in generalized linear models?

A) Exponential
B) Poisson
C) Normal
D) Logistic


2. In the below linear regression results display, where would you click to access the parameter estimates?


3. Your company has a dataset that represents global sales. You are a part of a team of analysts that each have responsibility for a certain region of the world. You decide to create a data source filter to suppress every region but yours.
What effect will this have on any new explorations that your teammates create?

A) It will suppress all observations that do not match their corresponding region.
B) It will suppress all observations that do not match your region.
C) It will delete all observations that do not match your region.
D) It will have no effect on any observations in the dataset.


4. What is the purpose of implementing score code generated by SAS Visual Statistics?

A) To calculate the p-values of predictor variables
B) To assess the distribution of residuals in the model
C) To evaluate the performance of the scoring code
D) To apply the trained model to new data for predictions


5. When performing decision tree analysis in SAS Visual Statistics, how does the property setting for
"include missing" modify the usage of missing values within categorical discrete predictors?

A) imputes the mean of the predictor's known values
B) assigns its own level
C) imputes the median of the predictor's known values
D) assigns the smallest available machine value


Solutions:

Question # 1
Answer: B,C,D
Question # 2
Answer: Only visible for members
Question # 3
Answer: D
Question # 4
Answer: D
Question # 5
Answer: B

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