How much A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Exam cost
A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Exam cost is $180.
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- Step 1 : Visit to website Pearson VUE
- Step 2 : Navigate To Certifications
- Step 3 : Search for the exam name A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling
- Step 4 : Book the exam.
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
- Verify the assumptions of ANOVA
- Perform ANOVA post hoc test to evaluate treatment effect
- Analyze differences between population means using the GLM and TTEST procedures
2. Linear Regression - 20%
- Assess the validity of a given regression model through the use of diagnostic and residual analysis
- Analyze the output of the REG, PLM, and GLM procedures for multiple linear regression models
- Use the REG or GLMSELECT procedure to perform model selection
- Fit a multiple linear regression model using the REG and GLM procedures
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
- Use the DATA step to manipulate data with loops, arrays, conditional statements and functions
- Screen variables for irrelevance and non-linear association using the CORR procedure
- Screen variables for non-linearity using empirical logit plots
- Identify the potential challenges when preparing input data for a model
5. Measure Model Performance - 25%
- Assess classifier performance using the confusion matrix
- Establish effective decision cut-off values for scoring
- Model selection and validation using training and validation data
- Apply the principles of honest assessment to model performance measurement
- Create and interpret graphs (ROC, lift, and gains charts) for model comparison and selection
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SASInstitute A00-240 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Simple Linear Regression | - Estimation and inference - Residual analysis - Model assumptions and interpretation |
| ANOVA and General Linear Models | - One-way and multi-way ANOVA - GLM procedures in SAS |
| Logistic Regression | - Binary logistic regression - Model fit and diagnostics |
| Model Diagnostics and Validation | - Goodness-of-fit measures - Influence and leverage |
| Multiple Regression | - Model building and selection - Multicollinearity diagnostics - Interaction effects |

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