Fiche Data Prep

data casuser.applicant_data; call streaminit(123); do i = 1 to 2000; if rand('UNIFORM') > 0.6 then Gender = 'Male'; else Gender = 'Female'; if rand('UNIFORM') > 0.3 then HomeOwner = 'Yes'; else HomeOwner = 'No'; Income = round(30000 + rand('UNIFORM') * 90000, 1); CreditScore = 500 + floor(rand('UNIFORM') * 350); Loan_Default = 0; if (Gender = 'Male' and CreditScore < 680 and rand('UNIFORM') > 0.5) or (Gender = 'Female' and CreditScore < 640 and rand('UNIFORM') > 0.6) then Loan_Default = 1; if CreditScore < 600 and rand('UNIFORM') > 0.4 then Loan_Default = 1; output; end; drop i; run;