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SASInstitute A00-240 Exam Syllabus Topics:

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

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SASInstitute SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential Sample Questions (Q80-Q85):

NEW QUESTION # 80
Which of the following describes a concordant pair of observations in the LOGISTIC procedure?

A. An observation with the event has an equal predicted probability as the observation without the event.
B. An observation with the event has an equal probability as another observation with the event.
C. An observation with the event has a higher predicted probability than the observation without the event
D. An observation with the event has a lower predicted probability than the observation without the event.

Answer: C

NEW QUESTION # 81
An analyst investigates Region (A, B, or C) as an input variable in a logistic regression model.
The analyst discovers that the probability of purchasing a certain item when Region = A is 1.
What problem does this illustrate?

A. Quasi-complete separation
B. Collinearity
C. Problems that arise due to missing values
D. Influential observations

Answer: A

NEW QUESTION # 82
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?

A. Option A
B. Option C
C. Option D
D. Option B

Answer: B

NEW QUESTION # 83
Which SAS program will detect collinearity in a multiple regression application?

A. Option C
B. Option A
C. Option D
D. Option B

Answer: D

NEW QUESTION # 84
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?

A. Residual by Quantile
B. Cook's D by Observation
C. Fit - Mean and Residual Plot
D. Residual by Predicted

Answer: B

NEW QUESTION # 85
......

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