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| Section | Objectives |
|---|
| Multiple Regression | - Interaction effects - Multicollinearity diagnostics - Model building and selection
|
| Logistic Regression | - Binary logistic regression - Model fit and diagnostics
|
| ANOVA and General Linear Models | - One-way and multi-way ANOVA - GLM procedures in SAS
|
| Model Diagnostics and Validation | - Goodness-of-fit measures - Influence and leverage
|
| Simple Linear Regression | - Model assumptions and interpretation - Estimation and inference - Residual analysis
|
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SASInstitute SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential Sample Questions (Q83-Q88):
NEW QUESTION # 83
Given the following LOGISTIC procedure:

What is the difference between the datasets OUTFILEJ and OUTFILE_2?
- A. OUTFILE_1 contains the model goodness of fit statistics while OUTFILE_2 contains the newly scored probabilities
- B. OUTFILE_1 contains the final parameter estimates while OUTFILE_2 contains the newly scored probabilities.
- C. OUTFILEJ contains the final parameter estimates and Wald Chi-Square values while OUTFILE_2 contains the newly scored probabilities.
- D. OUTFILE_1 contains the model goodness of fit statistics while OUTFILE_2 contains the newly scored logits.
Answer: B
NEW QUESTION # 84
Given the following SAS data set TEST:

Which SAS program is NOT a correct way to create dummy variables?

- A. Option D
- B. Option B
- C. Option A
- D. Option C
Answer: A
NEW QUESTION # 85
Refer to the REG procedure output:

An analyst has selected this model as a champion because it shows better model fit than a competing
model with more predictors.
Which statistic justifies this rationale?
- A. R-Square
- B. Adj R-Sq
- C. Coeff Var
- D. Error DF
Answer: B
NEW QUESTION # 86
There are missing values in the input variables for a regression application.
Which SAS procedure provides a viable solution?
- A. CLUSTER
- B. VARCLUS
- C. GLM
- D. STDI2E
Answer: D
NEW QUESTION # 87
The selection criterion used in the forward selection method in the REG procedure is:
- A. Adjusted R-Square
- B. AIC
- C. Mallows' Cp
- D. SLE
Answer: D
NEW QUESTION # 88
......
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