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

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%

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

2. Linear Regression - 20%

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

3. Logistic Regression - 25%

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

4. Prepare Inputs for Predictive Model Performance - 20%

• Use the DATA step to manipulate data with loops, arrays, conditional statements and functions
• 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
• Screen variables for non-linearity using empirical logit plots

5. Measure Model Performance - 25%

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

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

According to SAS, SAS® Certified Statistical Business Analyst for SAS®9 this credentials signifies the upper echelon of SAS programmers who demonstrate a high level of proficiency in SAS® programming expertise.

A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Exam is a certification exam that is conducted by Google to validates candidate knowledge and skills of working as a Statistical Business Analyst in the Company.

A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling exam covers the basic and advanced concepts of variance analysis, linear and logistic regression, preparing inputs for predictive models and measuring model performance.

After passing this exam, candidates get a certificate from SAS that helps them to demonstrate their proficiency in A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling to their clients and employers.

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

A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Certified Professional salary

The average salary of a A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Certified Expert in

• Europe - 45,347 EURO
• United State - 70,247 USD
• England - 46,632 POUND
• India - 8,42,327 INR

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