How to study the A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Exam

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Reference: https://www.sas.com/en_us/certification/credentials/advanced-analytics/statistical-business-analyst.html

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
Detect and analyze interactions between factors
Verify the assumptions of ANOVA
Perform ANOVA post hoc test to evaluate treatment effect

2. Linear Regression - 20%

Use the REG or GLMSELECT procedure to perform model selection
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
Assess the validity of a given regression model through the use of diagnostic and residual analysis

3. Logistic Regression - 25%

Interpret the output of the LOGISTIC procedure
Optimize model performance through input selection
Score new data sets using the LOGISTIC and PLM procedures
Perform logistic regression with the LOGISTIC procedure

4. Prepare Inputs for Predictive Model Performance - 20%

Identify the potential challenges when preparing input data for a model
Improve the predictive power of categorical inputs
Screen variables for non-linearity using empirical logit plots
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

5. Measure Model Performance - 25%

Create and interpret graphs (ROC, lift, and gains charts) for model comparison and selection
Apply the principles of honest assessment to model performance measurement
Establish effective decision cut-off values for scoring
Model selection and validation using training and validation data
Assess classifier performance using the confusion matrix

What is the duration, language, and format of A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Exam

Number of Questions: 60 multiple-choice and short-answer questions(In addition to the 60 scored items, there may be up to five unscored items)
Format: Multiple choices, multiple answers , short answers
Passing score: 68% (Must achieve score of 68 percent correct to pass)
Language: Czech, simplified Chinese, traditional Chinese, Dutch, English (UK), English (US), French, German, Indonesian, Italian, Japanese, Korean, Polish, Portuguese, Portuguese (Brazil), Russian, Slovak, Spanish, Spanish (Latin America), Thai, Turkish, and Vietnamese
Length of Examination: 120 minutes

A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Certification Path

The A00-240: Statistical Business Analysis Using SAS®9:Regression and Modeling Certification is one of the highest level of certification mainly focussing to the Advanced statistical analysis.

if you pass your exam and meet all requirements for a credential, you will receive an e-mail from SAS within 72 business hours with instructions providing access to your certificate and logo through the SAS Certification Manager. You will also receive an email from Acclaim with access to your digital badge. For questions regarding access to either of these, please visit SAS Website.

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