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A00-240 Exam Dumps - SAS Institute Statistical Business Analyst Questions and Answers

Question # 4

Refer to the lift chart:

What does the reference line at lift = 1 corresponds to?

Options:

A.

The predicted lift for the best 50% of validation data cases

B.

The predicted lift if the entire population is scored as event cases

C.

The predicted lift if none of the population are scored as event cases

D.

The predicted lift if 50% of the population are randomly scored as event cases

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Question # 5

Which characteristic of Studentized residuals indicate potential outliers?

Options:

A.

Only studentized residuals greater than negative two

B.

Only studentized residuals less than negative two and greater than two

C.

Only studentized residuals greater than two

D.

Only studentized residuals less than two and greater than negative two

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Question # 6

When working with smaller data sets (N<200), which method is preferred to perform honest assessment?

Options:

A.

Training: 40% Validation: 30% Testing: 30%

B.

K-fold cross validation

C.

Cross validation using 4th quartile observations

D.

Use the AIC goodness of fit statistic

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Question # 7

While building a predictive model, median imputations are performed while preparing the training data.

How should the imputations be addressed in the validation data?

Options:

A.

The imputed values are irrelevant to the validation data, and are not used.

B.

The imputed values must be applied directly to the validation data without recalculation.

C.

The imputed values must be recalculated using the validation data.

D.

The imputed values must be recalculated using both the training and the validation data.

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Question # 8

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

Options:

A.

It violates assumptions of the model.

B.

It requires extra computational effort and time.

C.

It omits the training (and test) data sets from the benefits of the cleansing methods.

D.

There is no ability to compare the effectiveness of different cleansing methods.

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Question # 9

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

Options:

A.

RSQ

B.

MSE

C.

R-squared

D.

AIC

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Question # 10

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?

Options:

A.

Score data data=MYDIR.NEW_DATA out=scores;

B.

Score data data=MYDIR.NEW_DATA output=scores;

C.

Score data=HYDIR.NEU_DATA output=scores;

D.

Score data=MYDIR, NEW DATA out=scores;

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Question # 11

Which SAS program will correctly use backward elimination selection criterion within the REG procedure?

Options:

A.

Option A

B.

Option B

C.

Option C

D.

Option D

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Question # 12

Screening for non-linearity in binary logistic regression can be achieved by visualizing:

Options:

A.

A scatter plot of binary response versus a predictor variable.

B.

A trend plot of empirical logit versus a predictor variable.

C.

A logistic regression plot of predicted probability values versus a predictor variable.

D.

A box plot of the odds ratio values versus a predictor variable.

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Question # 13

Given the following output from the LOGISTIC procedure:

Which variables, among those that are statistically significant at an alpha of 0.05, have the greatest and least relative importance on the fitted model?

Options:

A.

Greatest: MBALeast: DOWN_AMT

B.

Greatest: MBALeast: CASH

C.

Greatest: DOWN_AMTLeast: CASH

D.

Greatest: DOWN_AMTLeast: HOME

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Exam Code: A00-240
Exam Name: SAS Statistical Business Analysis SAS9: Regression and Model
Last Update: Feb 22, 2025
Questions: 99
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