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SASInstitute A00-240 exam is the certification exam for SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential. This credential is designed for professionals who are interested in data analysis and statistical modeling using SAS software. The SASInstitute A00-240 exam tests the candidate's knowledge and skills in regression and modeling techniques, data manipulation, and statistical analysis using SAS software.

SASInstitute A00-240 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Establish effective decision cut-off values for scoring
  • Fit a multiple linear regression model using the REG and GLM procedures
Topic 2
  • Screen variables for irrelevance and non-linear association using the CORR procedure
  • Perform logistic regression with the LOGISTIC procedure
Topic 3
  • 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 4
  • Analyze differences between population means using the GLM and TTEST procedures
  • Assess classifier performance using the confusion matrix
Topic 5
  • Analyze the output of the REG, PLM, and GLM procedures for multiple linear regression models
  • Improve the predictive power of categorical inputs
Topic 6
  • Identify the potential challenges when preparing input data for a model
  • Detect and analyze interactions between factors
Topic 7
  • Model selection and validation using training and validation data
  • Perform ANOVA post hoc test to evaluate treatment effect
Topic 8
  • Apply the principles of honest assessment to model performance measurement
  • Optimize model performance through input selection
Topic 9
  • Assess the validity of a given regression model through the use of diagnostic and residual analysis
  • Prepare Inputs for Predictive Model Performance

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

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SASInstitute A00-240 exam is designed to assess an individual's knowledge and skills in regression and modeling using SAS software. The SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential helps professionals demonstrate their expertise in data analysis, predictive modeling, and statistical data analysis. A00-240 exam focuses on a range of topics, including regression analysis, linear models, and multivariate analysis.

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