Study Material For SASInstitute A00-240 Exam Questions

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SASInstitute A00-240 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Prepare Inputs for Predictive Modeling20%- Manipulate data using DATA step
- Transform categorical variables
- Identify data preparation challenges
- Screen variables with CORR procedure and empirical logit plots
Topic 2: Analysis of Variance (ANOVA)10%- Analyze factor interactions
- Perform post-hoc tests
- Use PROC GLM for ANOVA
- Assess ANOVA assumptions
Topic 3: Linear Regression20%- Fit multiple linear regression models
- Interpret REG, GLM, and PLM procedure output
- Conduct residual and diagnostic analysis
- Perform model selection with GLMSELECT
Topic 4: Logistic Regression25%- Interpret odds ratios and model coefficients
- Select and optimize input variables
- Score new datasets with LOGISTIC and PLM
- Build models using PROC LOGISTIC
Topic 5: Measure and Evaluate Model Performance25%- Use confusion matrices and classification metrics
- Validate models with training/validation data
- Apply honest assessment principles
- Create and interpret ROC, lift, and gains charts
- Determine optimal decision cut-off values

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SASInstitute SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential Sample Questions (Q61-Q66):

NEW QUESTION # 61
The selection criterion used in the forward selection method in the REG procedure is:

Answer: A


NEW QUESTION # 62
A marketing manager attempts to determine those customers most likely to purchase additional products
as the result of a nation-wide marketing campaign.
The manager possesses a historical dataset (CAMPAIGN) of a similar campaign from last year.
It has the following characteristics:
Target variable Respond (0, 1)

Continuous predictor Income

Categorical predictor Homeowner(Y, N)

Which SAS program performs this analysis?

Answer: C


NEW QUESTION # 63
Refer to the exhibit.

Based on the control plot, which conclusion is justified regarding the means of the response?

Answer: D


NEW QUESTION # 64
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: A


NEW QUESTION # 65
This question will ask you to provide missing code segments.
A logistic regression model was fit on a data set where 40% of the outcomes were events (TARGET=1)
and 60% were non-events (TARGET=0). The analyst knows that the population where the model will be
deployed has 5% events and 95% non-events. The analyst also knows that the company's profit margin for
correctly targeted events is nine times higher than the company's loss for incorrectly targeted non-event.
Given the following SAS program:

What X and Y values should be added to the program to correctly score the data?

Answer: D


NEW QUESTION # 66
......

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