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SASInstitute A00-240 Exam Syllabus Topics:

Section	Weight	Objectives
Analysis of Variance (ANOVA)	10%	- Use PROC GLM for ANOVA - Perform post-hoc tests - Analyze factor interactions - Assess ANOVA assumptions
Logistic Regression	25%	- Select and optimize input variables - Score new datasets with LOGISTIC and PLM - Build models using PROC LOGISTIC - Interpret odds ratios and model coefficients
Linear Regression	20%	- Fit multiple linear regression models - Perform model selection with GLMSELECT - Interpret REG, GLM, and PLM procedure output - Conduct residual and diagnostic analysis
Prepare Inputs for Predictive Modeling	20%	- Transform categorical variables - Screen variables with CORR procedure and empirical logit plots - Manipulate data using DATA step - Identify data preparation challenges
Measure and Evaluate Model Performance	25%	- Apply honest assessment principles - Validate models with training/validation data - Create and interpret ROC, lift, and gains charts - Determine optimal decision cut-off values - Use confusion matrices and classification metrics

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SASInstitute SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Credential Sample Questions (Q94-Q99):

NEW QUESTION # 94
This question will ask you to provide a missing option.
Complete the following syntax to test the homogeneity of variance assumption in the GLM procedure:
Means Region / <insert option here> =levene;

A. hovtest
B. var
C. adjust
D. test

Answer: A

NEW QUESTION # 95
The question will ask you to provide a missing statement. Given the following SAS program:

Which SAS statement will complete the program to correctly score the data set NEW_DATA?

A. Score data=HYDIR.NEU_DATA output=scores;
B. Score data data=MYDIR.NEW_DATA output=scores;
C. Score data=MYDIR, NEW DATA out=scores;
D. Score data data=MYDIR.NEW_DATA out=scores;

Answer: C

NEW QUESTION # 96
Given the following SAS data set TEST:

Which SAS program is NOT a correct way to create dummy variables?

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

Answer: B

NEW QUESTION # 97
Refer to the exhibit.

Given alpha=0.02, which conclusion is justified regarding percentage of body fat, comparing small (S),
medium (M), and large (L) wrist sizes?

A. Large wrist size is significantly different than medium wrist size.
B. Large wrist size is significantly different than small wrist size.
C. Medium wrist size is significantly different than small wrist size.
D. There is no significant difference due to wrist size.

Answer: B

NEW QUESTION # 98
Which SAS program will divide the original data set into 60% training and 40% validation data sets, stratified by county?

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

Answer: D

NEW QUESTION # 99
......

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