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SAS_Institute

A00-240 · Question #7

A00-240 Question #7: Real Exam Question with Answer & Explanation

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Question

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. proc logistic data = MYDIR.HELOC des outest=MSG; model DEFAULT = amount job_code years_at_residence; run; proc score data = MYDIR.RECENT_HELOC out = SCORED_HELOC score = MSG type = parms; var Amount Job_code Years_at_residence; run; 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.)

Options

  • Adata NEW_PROB; set SCORED_HELOC; p=1/(1+exp(-DEFAULT)); run;
  • Bdata NEW_PROB; set SCORED_HELOC; ODDS = exp(DEFAULT); p = ODDS / (1+ODDS); run;
  • Cdata NEW_PROB; set SCORED_HELOC; p=(1+exp(DEFAULT))/exp(DEFAULT); run;
  • Ddata NEW_PROB; set SCORED_HELOC; p = DEFAULT / (1+DEFAULT); run;

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