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

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  • England - 46,632 POUND
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Difficulty in writing the A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Exam

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SASInstitute A00-240 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Apply the principles of honest assessment to model performance measurement
  • Optimize model performance through input selection
Topic 2
  • Screen variables for irrelevance and non-linear association using the CORR procedure
  • Perform logistic regression with the LOGISTIC procedure
Topic 3
  • Analyze differences between population means using the GLM and TTEST procedures
  • Assess classifier performance using the confusion matrix
Topic 4
  • Establish effective decision cut-off values for scoring
  • Fit a multiple linear regression model using the REG and GLM procedures
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
  • Screen variables for non-linearity using empirical logit plots
  • Score new data sets using the LOGISTIC and PLM procedures
Topic 7
  • 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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