A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Certified Professional salary
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- United State - 70,247 USD
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A00-240: 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 |
|---|---|---|
| Linear Regression | 20% | - Interpret REG, GLM, and PLM procedure output - Fit multiple linear regression models - Perform model selection with GLMSELECT - Conduct residual and diagnostic analysis |
| Analysis of Variance (ANOVA) | 10% | - Perform post-hoc tests - Use PROC GLM for ANOVA - Assess ANOVA assumptions - Analyze factor interactions |
| Measure and Evaluate Model Performance | 25% | - Validate models with training/validation data - Determine optimal decision cut-off values - Create and interpret ROC, lift, and gains charts - Use confusion matrices and classification metrics - Apply honest assessment principles |
| Prepare Inputs for Predictive Modeling | 20% | - Screen variables with CORR procedure and empirical logit plots - Manipulate data using DATA step - Identify data preparation challenges - Transform categorical variables |
| Logistic Regression | 25% | - Interpret odds ratios and model coefficients - Select and optimize input variables - Build models using PROC LOGISTIC - Score new datasets with LOGISTIC and PLM |
