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How to study the A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Exam

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SASInstitute A00-240 Exam Overview:

Certification Vendor:SAS Institute
Exam Name:SAS Statistical Business Analysis Using SAS 9: Regression and Modeling
Exam Number:A00-240
Exam Price:$180 USD
Exam Format:Short Answer, Multiple Choice
Certificate Validity Period:3 years
Exam Duration:110 minutes
Available Languages:English, Japanese, Chinese (Simplified)
Passing Score:68%
Real Exam Qty:60-65
Related Certifications:SAS Certified Advanced Analytics Professional Using SAS 9
Recommended Training:SAS Statistical Business Analysis Using SAS 9: Regression and Modeling
SAS Exam Content Guide A00-240
Exam Registration:Pearson VUE Registration
SAS Certification Portal
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 A00-240 exam tests candidates on their understanding of regression and modeling techniques, data preparation and exploration, hypothesis testing, and model assessment and selection. Candidates must also demonstrate their proficiency in using SAS 9 software to perform data analysis, create graphs and charts, and generate reports. Upon passing the exam, candidates will receive the SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential, which is recognized globally as a mark of excellence and expertise in statistical analysis and modeling using SAS.

To be eligible to take the SASInstitute A00-240 exam, candidates should have a basic understanding of statistics and regression analysis. They should also have experience using SAS software and familiarity with statistical concepts such as hypothesis testing, confidence intervals, and probability distributions. Candidates should also have practical experience analyzing data and building regression models using SAS software.

Reference: https://www.sas.com/en_us/certification/credentials/advanced-analytics/statistical-business-analyst.html

SASInstitute A00-240 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Linear Regression20%- Conduct residual and diagnostic analysis
- Perform model selection with GLMSELECT
- Interpret REG, GLM, and PLM procedure output
- Fit multiple linear regression models
Topic 2: Prepare Inputs for Predictive Modeling20%- Transform categorical variables
- Screen variables with CORR procedure and empirical logit plots
- Manipulate data using DATA step
- Identify data preparation challenges
Topic 3: Logistic Regression25%- Build models using PROC LOGISTIC
- Interpret odds ratios and model coefficients
- Score new datasets with LOGISTIC and PLM
- Select and optimize input variables
Topic 4: Analysis of Variance (ANOVA)10%- Use PROC GLM for ANOVA
- Assess ANOVA assumptions
- Analyze factor interactions
- Perform post-hoc tests
Topic 5: Measure and Evaluate Model Performance25%- Determine optimal decision cut-off values
- Use confusion matrices and classification metrics
- Validate models with training/validation data
- Create and interpret ROC, lift, and gains charts
- Apply honest assessment principles

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