SAS A00-240 Exam Topics

SAS A00-240 Exam Overview :

Exam Name:	SAS Statistical Business Analysis SAS9: Regression and Model
Exam Code:	A00-240
Certifications:	SAS Certified Statistical Business Analyst Certification
Actual Exam Duration:	120 minutes
Expected no. of Questions in Actual Exam:	60
See Expected Questions:	SAS A00-240 Expected Questions in Actual Exam

SAS A00-240 Exam Objectives :

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

Updates in the SAS A00-240 Exam Topics:

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