1. Home
  2. SAS
  3. A00-240 Exam Syllabus

SAS A00-240 Exam Syllabus

SAS A00-240 Exam

SAS Statistical Business Analysis SAS9: Regression and Model

Total Questions: 99

What is Included in the SAS A00-240 Exam?

Authentic information about the syllabus and an effective study guide is essential to go through the SAS A00-240 exam in the first attempt. The study guide of Study4Exam provides you with comprehensive information about the syllabus of the SAS A00-240 exam. You should get this information at the start of your preparation because it helps you make an effective study plan. We have designed this SAS Certified Statistical Business Analyst certification exam preparation guide to give the exam overview, practice questions, practice test, prerequisites, and information about exam topics that help to go through the SAS Statistical Business Analysis SAS9: Regression and Model exam. We recommend you to the preparation material mentioned in this study guide to cover the entire SAS A00-240 syllabus. Study4Exam offers 3 formats of SAS A00-240 exam preparation material. Each format provides new practice questions in PDF format, web-based and desktop practice exams to get passing marks in the first attempt.

SAS A00-240 Exam Overview :

Exam Name SAS Statistical Business Analysis SAS9: Regression and Model
Exam Code A00-240
Actual Exam Duration 120 minutes
Expected no. of Questions in Actual Exam 60
Official Information https://www.sas.com/en_us/certification/credentials/advanced-analytics/statistical-business-analyst.html
See Expected Questions SAS A00-240 Expected Questions in Actual Exam
Take Self-Assessment Use SAS A00-240 Practice Test to Assess your preparation - Save Time and Reduce Chances of Failure

SAS A00-240 Exam Topics :

Section Weight Objectives
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 factor
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
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
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
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

Updates in the SAS A00-240 Exam Syllabus:

SAS A00-240 exam questions and practice test are the best ways to get fully prepared. Study4exam's trusted preparation material consists of both practice questions and practice test. To pass the actual SAS Certified Statistical Business Analyst A00-240 exam on the first attempt, you need to put in hard work on these SAS A00-240 questions that provide updated information about the entire exam syllabus. Besides studying actual questions, you should take the SAS A00-240 practice test for self-assessment and actual exam simulation. Revise actual exam questions and remove your mistakes with the SAS Statistical Business Analysis SAS9: Regression and Model A00-240 exam practice test. Online and windows-based formats of the A00-240 exam practice test are available for self-assessment.

 

A00-240 Exam Details

Free A00-240 Questions