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Preparation Guide for A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Exam
Introduction
SAS (previously “Statistical Analysis System”) may be a package suite designed by SAS Institute for advanced analytics, variable analyses, business intelligence, knowledge management, and prognosticative analytics.
A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling exam is administered by SAS and Pearson VUE. has created a track for IT professionals to certify as business analyst on SAS. This certification program provides SAS professionals a way to demonstrate their skills. The assessment is based on a rigorous exam using industry standard methodology to determine whether a candidate meets SAS's proficiency standards.
SAS® Certified Statistical Business Analyst for SAS®9 this credential is for professionals who use SAS/STAT® software to conduct and interpret complex statistical data analysis.
In this guide, we will cover the A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Exam, A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Certified professional's salary and all aspects of the A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Certification.
The SAS international Certification Program currently issues versioned accreditation that don't lapse.The version is indicated in the credential name.
| Certification Vendor: | SAS Institute |
|---|---|
| Exam Name: | SAS Statistical Business Analysis Using SAS 9: Regression and Modeling |
| Exam Number: | A00-240 |
| Certificate Validity Period: | 3 years |
| Exam Price: | $180 USD |
| Related Certifications: | SAS Certified Advanced Analytics Professional Using SAS 9 |
| Exam Duration: | 110 minutes |
| Available Languages: | Chinese (Simplified), Japanese, English |
| Passing Score: | 68% |
| Real Exam Qty: | 60-65 |
| Exam Format: | Short Answer, Multiple Choice |
| Recommended Training: | SAS Statistical Business Analysis Using SAS 9: Regression and Modeling SAS Exam Content Guide A00-240 |
| Exam Registration: | SAS Certification Portal Pearson VUE Registration |
| Sample Questions: | SASInstitute A00-240 Sample Questions |
| Exam Way: | Computer-based testing at Pearson VUE centers or online proctored |
| Pre Condition: | No formal prerequisites; recommended knowledge of SAS programming and basic statistics |
| Official Syllabus URL: | https://www.sas.com/en_us/certification/credentials/advanced-analytics/statistical-business-analyst.html |
The average salary of a A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Certified Expert in
Getting a professional certification in the SAS domain is indeed a wise decision as there are immense benefits of this credential.
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Analysis of Variance (ANOVA) | 10% | - Analyze factor interactions - Use PROC GLM for ANOVA - Assess ANOVA assumptions - Perform post-hoc tests |
| Topic 2: Logistic Regression | 25% | - Build models using PROC LOGISTIC - Select and optimize input variables - Interpret odds ratios and model coefficients - Score new datasets with LOGISTIC and PLM |
| Topic 3: Linear Regression | 20% | - Interpret REG, GLM, and PLM procedure output - Perform model selection with GLMSELECT - Fit multiple linear regression models - Conduct residual and diagnostic analysis |
| Topic 4: Prepare Inputs for Predictive Modeling | 20% | - Screen variables with CORR procedure and empirical logit plots - Transform categorical variables - Identify data preparation challenges - Manipulate data using DATA step |
| Topic 5: Measure and Evaluate Model Performance | 25% | - Use confusion matrices and classification metrics - Apply honest assessment principles - Determine optimal decision cut-off values - Create and interpret ROC, lift, and gains charts - Validate models with training/validation data |
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