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Preparing carefully for A00-240 is also a practical financial decision, because another attempt means paying another exam fee. Actual4dump helps candidates approach SASInstitute SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential with 100 practice questions and timed review tools before booking the next test date.

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SASInstitute A00-240 Exam Overview:

Certification Vendor:SAS Institute
Exam Name:SAS Statistical Business Analysis Using SAS 9: Regression and Modeling
Exam Number:A00-240
Certificate Validity Period:No expiration specified by SAS
Passing Score:68%
Exam Format:Multiple Choice, Short Answer
Real Exam Qty:60 scored questions (+ up to 5 unscored questions)
Exam Duration:110 minutes
Related Certifications:SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling
Available Languages:English
Exam Price:USD 180
Sample Questions: DOWNLOAD DEMO
Exam Way:Pearson VUE testing centers and SAS-authorized online exam delivery where available.
Pre Condition:No formal prerequisite exam is required. Candidates should have experience using SAS/STAT software for statistical analysis, regression modeling and predictive analytics.
Official Syllabus URL:https://www.sas.com/en_gb/certification/credentials/advanced-analytics/statistical-business-analyst.html

SASInstitute A00-240 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: ANOVA10%- ANOVA Analysis
  • 1. Evaluate treatment effects
  • 2. Analyze differences between population means using GLM and TTEST procedures
  • 3. Detect and analyze factor interactions
  • 4. Perform post hoc tests
- ANOVA Concepts and Assumptions
  • 1. Verify ANOVA assumptions
  • 2. Identify appropriate ANOVA methods
Topic 2: Measure Model Performance25%- Decision Optimization
  • 1. Establish effective decision cutoff values
  • 2. Evaluate scoring strategies
- Performance Visualization
  • 1. Create and interpret lift charts
  • 2. Create and interpret gains charts
  • 3. Create and interpret ROC charts
- Model Assessment
  • 1. Apply principles of honest assessment
  • 2. Assess classifier performance using confusion matrices
- Validation and Selection
  • 1. Compare and select predictive models
  • 2. Perform model validation using training and validation data
Topic 3: Prepare Inputs for Predictive Model Performance20%- Variable Engineering and Screening
  • 1. Screen variables for irrelevance
  • 2. Use empirical logit plots for nonlinearity detection
  • 3. Improve predictive power of categorical variables
  • 4. Identify nonlinear associations using CORR procedure
- Data Preparation
  • 1. Manipulate data using DATA step programming
  • 2. Identify challenges in preparing model input data
  • 3. Use loops, arrays, functions and conditional statements
Topic 4: Linear Regression20%- Model Selection and Diagnostics
  • 1. Conduct residual and diagnostic analysis
  • 2. Perform model selection using REG or GLMSELECT
  • 3. Assess model validity
- Interpret Regression Results
  • 1. Interpret REG, PLM and GLM output
  • 2. Evaluate parameter estimates
- Build Regression Models
  • 1. Use REG and GLM procedures
  • 2. Fit multiple linear regression models
Topic 5: Logistic Regression25%- Develop Logistic Models
  • 1. Optimize model performance through input selection
  • 2. Perform logistic regression using the LOGISTIC procedure
- Interpret and Deploy Models
  • 1. Score new data sets using LOGISTIC and PLM procedures
  • 2. Interpret LOGISTIC procedure output

SASInstitute A00-240 Exam Questions Answered

The A00-240 exam leads to the SAS Institute Systems Certification certification from SAS Institute. It is positioned at the Professional level. The exam validates the knowledge and skills expected of candidates preparing for SASInstitute SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential.

Related certifications include:

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

The A00-240 exam includes 60 scored questions (+ up to 5 unscored questions) questions and allows 110 minutes. Before test day, divide the available time by the number of questions in a timed practice set to establish a steady per-question pace. If a difficult item starts consuming too much time, mark it for review and move forward instead of losing momentum. A full timed practice session can help you decide when to move on, when to return, and how much buffer to reserve for a final check.

The passing score for A00-240 is 68%, and the official exam fee is USD 180. Because a retake requires paying the exam fee again, use timed practice results as a readiness check before scheduling your next attempt. If your performance remains inconsistent, continue reviewing weak domains and repeat a timed session before booking the exam.

No formal prerequisite exam is required. Candidates should have experience using SAS/STAT software for statistical analysis, regression modeling and predictive analytics.

Eligibility rules can change, so confirm the current requirements on the official exam page before registering.

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The current A00-240 outline is organized into 5 top-level domains. The first listed areas include:

  • Measure Model Performance (25%)
  • Linear Regression (20%)
  • Logistic Regression (25%)

Review the Exam Topics section above for the complete outline and any nested subtopics.

SASInstitute SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential Sample Questions:

Question 1

What is a benefit to performing data cleansing (imputation, transformations, etc.) on data after partitioning the data for honest assessment as opposed to performing the data cleansing prior to partitioning the data?

A. It allows for the determination of the effectiveness of the cleansing method.
B. It is computationally easier and requires less time.
C. It makes inference on the model possible.
D. It omits the training (and test) data sets from the benefits of the cleansing methods.


Question 2

A researcher is planning a logistic regression to model the probability of disease occurrence. The researcher determines the rate of disease occurrence in the population is 1%.
For which of the following would this study be a candidate?

A. oversampling
B. simple random sample
C. over fitting
D. multicollinearity


Question 3

The selection criterion used in the forward selection method in the REG procedure is:

A. SLE
B. Mallows' Cp
C. AIC
D. Adjusted R-Square


Question 4

Spearman statistics in the CORR procedure are useful for screening for irrelevant variables by investigating the association between which function of the input variables?

A. Concordant and discordant pairs of ranked observations
B. Logit link (log (p/1-p))
C. Rank-ordered values of the variables
D. Weighted sum of chi-square statistics for 2x2 tables


Question 5

Identify the correct SAS program for fitting a multiple linear regression model with dependent variable (y) and four predictor variables (x1-x4).

A. Option B
B. Option C
C. Option A
D. Option D


Solutions:

Question 1
Answer: A
Question 2
Answer: D
Question 3
Answer: A
Question 4
Answer: C
Question 5
Answer: A

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