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Refer to the exhibit.
Based on the control plot, which conclusion is justified regarding the means of the response?
A non-contributing predictor variable (Pr > |t| =0.658) is added to an existing multiple linear regression model.
What will be the result?
Which SAS program will detect collinearity in a multiple regression application?
Refer to the exhibit:
On the Gains Chart, what is the correct interpretation of the horizontal reference line?
Refer to the exhibit.
Which conclusion is justified concerning Sales, comparing stores A, B, and C?
Refer to the exhibit:
SAS output from the RSQUARE selection method, within the REG procedure, is shown. The top two models in each subset are given.
Based on the AIC statistic, which model is the champion model?
Which of the following describes a concordant pair of observations in the LOGISTIC procedure?
A financial services manager wants to assess the probability that certain clients will default on their Home Equity Line of Credit (HELOC). A former employee left the code listed below.
The training data set is named HELOC, while a similar data set of more recent clients is named RECENT_HELOC.
Which SAS data steps will calculate the predicted probability of default on recent clients? (Choose two.)
This question will ask you to provide a missing option.
A business analyst is investigating the differences in sales figures across 8 sales regions. The analyst is interested in viewing the regression equation parameter estimates for each of the design variables.
Which option completes the program to produce the regression equation parameter estimates?
What is the default method in the LOGISTIC procedure to handle observations with missing data?
Given the following LOGISTIC procedure:
What is the difference between the datasets OUTFILEJ and OUTFILE_2?
Refer to the exhibit:
SAS output from the RSQUARE selection method, within the REG procedure, is shown. The top two models in each subset are given.
Based on the exhibit, which statement is true?
Refer to the REG procedure output:
An analyst has selected this model as a champion because it shows better model fit than a competing model with more predictors.
Which statistic justifies this rationale?
The PROC LOGISTIC options SELECTION=SCORE and BEST=2 are used in a MODEL statement to generate a series of predictive models. The models are assigned numbers in order from 1 to 99 reflecting the fact that there are 50 candidate input variables. Results from the collection of derived models are used to generate the following plot of overall average profit by model number. Results are restricted to models with at least 9 inputs and at most 40 inputs.
The maximum value for the training data occurs for model number 46, and the maximum value for the validation data occurs for model number 43.
If you base model selection solely on overall average profit, what is the correct choice?
Refer to the following odds ratio table:
What is a correct interpretation of the estimate?
An analyst generates a model using the LOGISTIC procedure. They are now interested in getting the sensitivity and specificity statistics on a validation data set for a variety of cutoff values.
Which statement and option combination will generate these statistics?
There are missing values in the input variables for a regression application.
Which SAS procedure provides a viable solution?
One common approach for predicting rare events in the LOGISTIC procedure is to build a model that disproportionately over-re presents those cases with an event occurring (e.g. a 50-50 event/non-event split).
What problem does this present?
The standard form of a linear regression model is:
Which statement best summarizes the assumptions placed on the errors?
When working with smaller data sets (N < 200), which method is preferred to perform honest assessment?
Which SAS program will correctly use backward elimination selection criterion within the REG procedure?
Refer to the lift chart:
What does the reference line at lift = 1 corresponds to?
TESTED 02 May 2026
