The benefits of obtaining A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Exam Certification
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Software Version
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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%
- 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
- Detect and analyze interactions between factors
2. Linear Regression - 20%
- Fit a multiple linear regression model using the REG and GLM procedures
- Use the REG or GLMSELECT procedure to perform model selection
- 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
3. Logistic Regression - 25%
- Optimize model performance through input selection
- Score new data sets using the LOGISTIC and PLM procedures
- Interpret the output of the LOGISTIC procedure
- Perform logistic regression with the LOGISTIC procedure
4. Prepare Inputs for Predictive Model Performance - 20%
- 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
- Screen variables for irrelevance and non-linear association using the CORR procedure
- Improve the predictive power of categorical inputs
5. Measure Model Performance - 25%
- Assess classifier performance using the confusion matrix
- Apply the principles of honest assessment to model performance measurement
- Model selection and validation using training and validation data
- Establish effective decision cut-off values for scoring
- Create and interpret graphs (ROC, lift, and gains charts) for model comparison and selection
Online Version
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A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Certified Professional salary
The average salary of a A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Certified Expert in
- England - 46,632 POUND
- Europe - 45,347 EURO
- India - 8,42,327 INR
- United State - 70,247 USD
PDF Version
The PDF version of our A00-240 guide exam: SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential is prepared for you to print it and read it everywhere. It is convenient for you to see the answers to the questions and remember them. After you buy the PDF version of our study material, you will get an E-mail form us in 5 to 10 minutes after payment. Then you can click the link in the E-mail and download your A00-240 study engine. You can download it as many times as you need. Also there is no limit on which computer you want to send it to. Once any new question is found, we will send you a link to download a new version of the A00-240 training materials. So don't worry if you are left behind the trend. Experts in our company won't let this happen.
Comprehensive Version and Good Service
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SASInstitute A00-240 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Simple Linear Regression | - Estimation and inference - Model assumptions and interpretation - Residual analysis |
| Topic 2: ANOVA and General Linear Models | - GLM procedures in SAS - One-way and multi-way ANOVA |
| Topic 3: Model Diagnostics and Validation | - Goodness-of-fit measures - Influence and leverage |
| Topic 4: Logistic Regression | - Model fit and diagnostics - Binary logistic regression |
| Topic 5: Multiple Regression | - Interaction effects - Model building and selection - Multicollinearity diagnostics |

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