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How to Prepare For A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Exam
Preparation Guide for A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Exam
Introduction
SAS (previously “Statistical Analysis System”) may be a package suite designed by SAS Institute for advanced analytics, variable analyses, business intelligence, knowledge management, and prognosticative analytics.
A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling exam is administered by SAS and Pearson VUE. has created a track for IT professionals to certify as business analyst on SAS. This certification program provides SAS professionals a way to demonstrate their skills. The assessment is based on a rigorous exam using industry standard methodology to determine whether a candidate meets SAS's proficiency standards.
SAS® Certified Statistical Business Analyst for SAS®9 this credential is for professionals who use SAS/STAT® software to conduct and interpret complex statistical data analysis.
In this guide, we will cover the A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Exam, A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Certified professional's salary and all aspects of the A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Certification.
The SAS international Certification Program currently issues versioned accreditation that don't lapse.The version is indicated in the credential name.
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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%
- Detect and analyze interactions between factors
- Analyze differences between population means using the GLM and TTEST procedures
- Verify the assumptions of ANOVA
- Perform ANOVA post hoc test to evaluate treatment effect
2. Linear Regression - 20%
- 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
- 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
3. Logistic Regression - 25%
- Interpret the output of the LOGISTIC procedure
- Optimize model performance through input selection
- Perform logistic regression with the LOGISTIC procedure
- Score new data sets using the LOGISTIC and PLM procedures
4. Prepare Inputs for Predictive Model Performance - 20%
- Improve the predictive power of categorical inputs
- Screen variables for irrelevance and non-linear association using the CORR procedure
- Use the DATA step to manipulate data with loops, arrays, conditional statements and functions
- 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%
- Assess classifier performance using the confusion matrix
- Establish effective decision cut-off values for scoring
- Create and interpret graphs (ROC, lift, and gains charts) for model comparison and selection
- Apply the principles of honest assessment to model performance measurement
- Model selection and validation using training and validation data
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