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Linear versus Nonlinear Models of Expert Decisions in Bankruptcy Prdediction : A Decision Strategy Perspective

Kim, Choong-Nyoung   (Department of Business Administration, Hallym UniversityUU0001493  ); Choe, Byung-Don   (Department of Business Administration, Hallym UniversityUU0001493  );
  • 초록

    There have been two dominant paradigms in understanding and modeling an expert's decision-making behavior: output analysis and process-tracing. While the two paradigms are complementary, they have not been used yet in a combined manner. This study extends the previous research work in the two paradigms to inductive modeling research by 1) analyzing individual experts' decision strategies, 2) comparing performance of four popular inductive modeling methods, and 3) matching their performance against the type of decision strategy employed by experts.


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