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SASInstitute A00-240 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Screen variables for non-linearity using empirical logit plots
  • Score new data sets using the LOGISTIC and PLM procedures
Topic 2
  • Create and interpret graphs (ROC, lift, and gains charts) for model comparison and selection
  • Use the REG or GLMSELECT procedure to perform model selection
Topic 3
  • Apply the principles of honest assessment to model performance measurement
  • Optimize model performance through input selection
Topic 4
  • Analyze the output of the REG, PLM, and GLM procedures for multiple linear regression models
  • Improve the predictive power of categorical inputs
Topic 5
  • Establish effective decision cut-off values for scoring
  • Fit a multiple linear regression model using the REG and GLM procedures
Topic 6
  • Analyze differences between population means using the GLM and TTEST procedures
  • Assess classifier performance using the confusion matrix
Topic 7
  • Screen variables for irrelevance and non-linear association using the CORR procedure
  • Perform logistic regression with the LOGISTIC procedure
Topic 8
  • Model selection and validation using training and validation data
  • Perform ANOVA post hoc test to evaluate treatment effect
Topic 9
  • Identify the potential challenges when preparing input data for a model
  • Detect and analyze interactions between factors

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

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Predictive Modeling Using Logistic Regression Statistics 1: Introduction to ANOVA, Regression, and Logistic Regression

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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