SASInstitute A00-240 : SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential

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SASInstitute A00-240 Exam Syllabus Topics:

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

Topics of A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Exam

Candidates must know the exam topics before they start of preparation. because it will really help them in hitting the core. Our A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Dumps will include the following topics:

1. ANOVA - 10%

• Analyze differences between population means using the GLM and TTEST procedures
• Verify the assumptions of ANOVA
• Detect and analyze interactions between factors
• Perform ANOVA post hoc test to evaluate treatment effect

2. Linear Regression - 20%

• Assess the validity of a given regression model through the use of diagnostic and residual analysis
• Use the REG or GLMSELECT procedure to perform model selection
• Fit a multiple linear regression model using the REG and GLM procedures
• Analyze the output of the REG, PLM, and GLM procedures for multiple linear regression models

3. Logistic Regression - 25%

• Perform logistic regression with the LOGISTIC procedure
• Interpret the output of the LOGISTIC procedure
• Optimize model performance through input selection
• Score new data sets using the LOGISTIC and PLM procedures

4. Prepare Inputs for Predictive Model Performance - 20%

• Use the DATA step to manipulate data with loops, arrays, conditional statements and functions
• Screen variables for non-linearity using empirical logit plots
• Improve the predictive power of categorical inputs
• Screen variables for irrelevance and non-linear association using the CORR procedure
• Identify the potential challenges when preparing input data for a model

5. Measure Model Performance - 25%

• Apply the principles of honest assessment to model performance measurement
• Create and interpret graphs (ROC, lift, and gains charts) for model comparison and selection
• Model selection and validation using training and validation data
• Assess classifier performance using the confusion matrix
• Establish effective decision cut-off values for scoring

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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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