PDF Version DemoA00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Certification Path
The A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Certification is one of the highest level of certification mainly focussing to the Advanced statistical analysis.
if you pass your exam and meet all requirements for a credential, you will receive an e-mail from SAS within 72 business hours with instructions providing access to your certificate and logo through the SAS Certification Manager. You will also receive an email from Acclaim with access to your digital badge. For questions regarding access to either of these, please visit SAS Website.
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SASInstitute A00-240 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Measure and Evaluate Model Performance | 25% | - Create and interpret ROC, lift, and gains charts - Apply honest assessment principles - Determine optimal decision cut-off values - Use confusion matrices and classification metrics - Validate models with training/validation data |
| Topic 2: Prepare Inputs for Predictive Modeling | 20% | - Screen variables with CORR procedure and empirical logit plots - Manipulate data using DATA step - Transform categorical variables - Identify data preparation challenges |
| Topic 3: Analysis of Variance (ANOVA) | 10% | - Analyze factor interactions - Perform post-hoc tests - Use PROC GLM for ANOVA - Assess ANOVA assumptions |
| Topic 4: Logistic Regression | 25% | - Build models using PROC LOGISTIC - Select and optimize input variables - Score new datasets with LOGISTIC and PLM - Interpret odds ratios and model coefficients |
| Topic 5: Linear Regression | 20% | - Interpret REG, GLM, and PLM procedure output - Fit multiple linear regression models - Conduct residual and diagnostic analysis - Perform model selection with GLMSELECT |
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