SASInstitute A00-240 certification exam is designed for individuals who wish to demonstrate their knowledge and skills as a statistical business analyst using SAS 9. SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential certification is focused on regression and modeling techniques, and successful candidates are expected to have a deep understanding of statistical concepts and methodologies.
To become certified, individuals must successfully pass the SASInstitute A00-240 exam. A00-240 exam is designed to test the skills and knowledge necessary to use SAS 9 for regression and modeling. A00-240 exam is administered in a proctored environment and is available in multiple languages. A00-240 exam consists of multiple-choice questions and is timed at 2.5 hours.
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SASInstitute A00-240 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Linear Regression | 20% | - Conduct residual and diagnostic analysis - Interpret REG, GLM, and PLM procedure output - Fit multiple linear regression models - Perform model selection with GLMSELECT |
| Topic 2: Analysis of Variance (ANOVA) | 10% | - Perform post-hoc tests - Assess ANOVA assumptions - Use PROC GLM for ANOVA - Analyze factor interactions |
| Topic 3: Prepare Inputs for Predictive Modeling | 20% | - Identify data preparation challenges - Transform categorical variables - Screen variables with CORR procedure and empirical logit plots - Manipulate data using DATA step |
| Topic 4: Measure and Evaluate Model Performance | 25% | - Determine optimal decision cut-off values - Use confusion matrices and classification metrics - Apply honest assessment principles - Validate models with training/validation data - Create and interpret ROC, lift, and gains charts |
| Topic 5: Logistic Regression | 25% | - Score new datasets with LOGISTIC and PLM - Build models using PROC LOGISTIC - Interpret odds ratios and model coefficients - Select and optimize input variables |
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