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QUESTION NO: 1
A confusion matrix is created for data that were oversampled due to a rare target.
What values are not affected by this oversampling?
A. Sensitivity and Specificity
B. Specificity and PV-
C. PV+ and PV-
D. Sensitivity and PV+
Answer: A

QUESTION NO: 2
Refer to the confusion matrix:
Calculate the sensitivity. (0 - negative outcome, 1 - positive outcome) Click the calculator button t o display a calculator if needed.
A. 25/B9
B. 25/48
C. 58/81
D. 58/102
Answer: B

QUESTION NO: 3
What does the Pearson product moment correlation coefficient measure?
A. linear and nonmonotonic association between two variables
B. nonlinear and nonmonotonic association between two variables
C. nonlinear and monotonic association between two variables
D. linear and monotonic association between two variables
Answer: D

QUESTION NO: 4
This question will ask you to provide missing code segments.
A logistic regression model was fit on a data set where 40% of the outcomes were events (TARGET=1) and
60% were non-events (TARGET=0). The analyst knows that the population where the model will be deployed has 5% events and 95% non-events. The analyst also knows that the company's profit margin for correctly targeted events is nine times higher than the company's loss for incorrectly targeted non-event.
Given the following SAS program:
What X and Y values should be added to the program to correctly score the data?
A. X=40, Y=10
B. X=.10, Y=05
C. X=.05, Y=10
D. X=.05, Y=.40
Answer: C

QUESTION NO: 5
Which statistic, calculated from a validation sample, can help decide which model to use for prediction of a binary target variable?
A. Chi Square
B. Adjusted R Square
C. Mallow's Cp
D. Average Squared Error
Answer: D

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Updated: May 28, 2022