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SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling

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SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Online Tutorial

Designed for SAS professionals who use SAS/STAT software to conduct and comprehend sophisticated statistical data analysis. The SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling test evaluates a candidate’s competence to do analysis of variance, linear and logistic regression, predictive model input preparation, and model performance evaluation.

Exam Details

  • The SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling exam consists of  60 multiple-choice questions.
  • The duration of the exam is 120 minutes and you must pass an online exam with a score of 68% or higher.
  • The cost of the exam is 160 EUR.

Eligibility Criterion

There is no eligibility Criterion to take the exam.

Exam NameSAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling
Exam Code A00-240
Time Duration 1 hour 20 mins
Exam Format Multiple Choice
Number of Questions 60 Questions
Exam Language English
Exam Fee 160 EUR
Pass Score 68% and above

 Scheduling the Exam

Now, let us understand the registration process for the exam and get a clear idea as to how to proceed with the exam.

Registration process:
  • Go to the SAS website and create an account if not created previously
  • Choose the exam name you wish to take
  • Fill in the credentials
  • Click the submit option.
Reschedule/Cancellation Policy:
  • Exam appointments must be canceled at least 24 hours in advance of your scheduled exam appointment.
  • If you fail to show up (no-show) for a scheduled appointment and/or you do not cancel or reschedule at least 24 hours in advance, your full exam fee will be forfeited.
  • Please refer to your confirmation email for more details.

SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling FAQs

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SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling FAQs

SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Course Outline

SAS 9 Regression and Modeling: SAS Certified Statistical Business Analyst There are five main subjects and subtopics in the test outline. It acquaints you with the exam’s structure and goals. It also gets you used to the importance of each goal.

1. ANOVA – 10%
  • Verify the assumptions of ANOVA
  • Analyze differences between population means using the GLM and TTEST procedures
  • 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
  • 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
  • Assess the validity of a given regression model through the use of diagnostic and residual analysis
3. Logistic Regression – 25%
  • Perform logistic regression with the LOGISTIC procedure
  • Optimize model performance through input selection
  • Interpret the output of the LOGISTIC procedure
  • Score new data sets using the LOGISTIC and PLM procedures
4. Prepare Inputs for Predictive Model Performance – 20%
  • Identify the potential challenges when preparing input data for a model
  • Use the DATA step to manipulate data with loops, arrays, conditional statements and functions
  • Improve the predictive power of categorical inputs
  • Screen variables for irrelevance and non-linear association using the CORR procedure
  • Screen variables for non-linearity using empirical logit plots
5. Measure Model Performance – 25%
  • Apply the principles of honest assessment to model performance measurement
  • Assess classifier performance using the confusion matrix
  • Model selection and validation using training and validation data
  • Create and interpret graphs (ROC, lift, and gains charts) for model comparison and selection
  • Establish effective decision cut-off values for scoring

SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Preparatory Guide

A successful career in the IT business requires passing the SAS 9: Regression and Modeling exam. You must have a strong willingness to study in order to pass this test. There are a variety of test materials available, but you must choose the one that best fits your needs. Our Preparatory Guide will guide you through the process and sufficiently prepare you for the test.

SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling preparatory Guide

Step-1 Review the Exam Objectives

Exam objectives should be reviewed attentively to ensure that nothing is missed. As previously said, while preparing for any test, it is vital to go through the course outline to verify that everything is covered. Additionally, becoming familiar with the exam objectives assists in the faster grasp of concepts. The SAS Certified Statistical Business Analyst exam covers the following five topics:

  • ANOVA – 10%
  • Linear Regression – 20%
  • Logistic Regression – 25%
  • Prepare Inputs for Predictive Model Performance – 20%
  • Measure Model Performance – 25%

Step-2 Discover your Learning Resources

Study Guide:
Reference books:
  • When it comes to studying, books are essential since they provide unique insights that study guides may not, providing you an edge over your peers.
  • You are able to choose any book that best suits your preparation technique.
  • Examine the content to check whether it is clear and if the book has a lot of practise questions and former test papers.
  • You may choose from a number of publications and purchase them or consult libraries, but always look for books written by reputable domain experts.
Learning Resources:
  • Candidates may now take SAS Online Training courses from the convenience of their own homes. This is a really practical and useful way to study in our digital age.
  • E-learning includes instructor-led training, Live-Web courses, self-paced learning, and other sorts of e-learning. These resources are available in both online and offline formats.
  • An instructor at an SAS training centre delivers SAS classroom instruction. A live instructor delivers live online lessons from a distance, communicating with students through the internet and phone. By linking remote students to a live classroom course at an SAS training centre, connected live online courses combine the best of both worlds.

Step-3 Join Online Communities

Joining an online forum, such as the SAS Certified Platform Upgrade Specialist Discussion Forums, is a terrific way to see where you are in the race. You may interact with your competitors while remaining focused in this area. You may browse thousands of articles, questions, answers, and comments regarding real-world Wi-Fi settings. Furthermore, having many points of view adds to the content’s dynamic nature and helps you to expand your domain. These organizations will also help you remain up to date on the exam while also increasing your confidence.

Step-4 Practice tests

After you’ve completed your preparation phase, you’ll move on to the performance phase. This phase is also known as the self-evaluation phase since it assists you in identifying your basic strengths and weaknesses. They also help you build confidence and learn time management. Moreover, Practice tests are designed in such a manner that it helps the candidates to encounter the real exam environment around them. Take the SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Free Practice Test Now!

SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Free practice Test
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