Pass Guaranteed A00-240 - Trustable SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential Exam Details

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SASInstitute A00-240 Exam Syllabus Topics:

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

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A00-240 Latest Exam Guide, A00-240 Test Guide

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SASInstitute SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential Sample Questions (Q82-Q87):

NEW QUESTION # 82
In partitioning data for model assessment, which sampling methods are acceptable? (Choose two.)

Answer: A,D


NEW QUESTION # 83
Refer to the exhibit:

The box plot was used to analyze daily sales data following three different ad campaigns.
The business analyst concludes that one of the assumptions of ANOVA was violated.
Which assumption has been violated and why?

Answer: C


NEW QUESTION # 84
Which statistic, calculated from a validation sample, can help decide which model to use for prediction of a binary target variable?

Answer: A


NEW QUESTION # 85
Which SAS program will correctly use backward elimination selection criterion within the REG procedure?

Answer: B


NEW QUESTION # 86
Which statistic, calculated from a validation sample, can help decide which model to use for prediction of a binary target variable?

Answer: A

Explanation:
Explanation/Reference:


NEW QUESTION # 87
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