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SASInstitute A00-240 Exam Syllabus Topics:

SectionObjectives
Topic 1: Model Diagnostics and Validation- Influence and leverage
- Goodness-of-fit measures
Topic 2: ANOVA and General Linear Models- GLM procedures in SAS
- One-way and multi-way ANOVA
Topic 3: Logistic Regression- Model fit and diagnostics
- Binary logistic regression
Topic 4: Simple Linear Regression- Model assumptions and interpretation
- Residual analysis
- Estimation and inference
Topic 5: Multiple Regression- Interaction effects
- Multicollinearity diagnostics
- Model building and selection

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SASInstitute SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential Sample Questions (Q10-Q15):

NEW QUESTION # 10
A marketing campaign will send brochures describing an expensive product to a set of customers. The cost for mailing and production per customer is $50. The company makes $500 revenue for
each sale.
What is the profit matrix for a typical person in the population?

Answer: D


NEW QUESTION # 11
A researcher is planning a logistic regression to model the probability of disease occurrence. The researcher determines the rate of disease occurrence in the population is 1%.
For which of the following would this study be a candidate?

Answer: B


NEW QUESTION # 12
Refer to the exhibit.

Given alpha=0.02, which conclusion is justified regarding percentage of body fat, comparing small (S), medium (M), and large (L) wrist sizes?

Answer: B


NEW QUESTION # 13
A financial services manager wants to assess the probability that certain clients will default on their Home Equity Line of Credit (HELOC). A former employee left the code listed below.

The training data set is named HELOC, while a similar data set of more recent clients is named RECENT_HELOC. Which SAS data steps will calculate the predicted probability of default on recent clients? (Choose two.)

Answer: B,C


NEW QUESTION # 14
Refer to the exhibit.

These graphs were created using the GLM procedure with the plots(only)=diagnostics option.
Which plot do you use to identify influential observations?

Answer: B


NEW QUESTION # 15
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