What is the duration, language, and format of A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Exam
- Length of Examination: 120 minutes
- Format: Multiple choices, multiple answers , short answers
- Number of Questions: 60 multiple-choice and short-answer questions(In addition to the 60 scored items, there may be up to five unscored items)
- Language: Czech, simplified Chinese, traditional Chinese, Dutch, English (UK), English (US), French, German, Indonesian, Italian, Japanese, Korean, Polish, Portuguese, Portuguese (Brazil), Russian, Slovak, Spanish, Spanish (Latin America), Thai, Turkish, and Vietnamese
- Passing score: 68% (Must achieve score of 68 percent correct to pass)
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SASInstitute A00-240 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Measure and Evaluate Model Performance | 25% | - Determine optimal decision cut-off values - Apply honest assessment principles - Create and interpret ROC, lift, and gains charts - Use confusion matrices and classification metrics - Validate models with training/validation data |
| Analysis of Variance (ANOVA) | 10% | - Use PROC GLM for ANOVA - Assess ANOVA assumptions - Analyze factor interactions - Perform post-hoc tests |
| Logistic Regression | 25% | - Build models using PROC LOGISTIC - Interpret odds ratios and model coefficients - Score new datasets with LOGISTIC and PLM - Select and optimize input variables |
| Prepare Inputs for Predictive Modeling | 20% | - Identify data preparation challenges - Manipulate data using DATA step - Transform categorical variables - Screen variables with CORR procedure and empirical logit plots |
| Linear Regression | 20% | - Conduct residual and diagnostic analysis - Perform model selection with GLMSELECT - Interpret REG, GLM, and PLM procedure output - Fit multiple linear regression models |
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