摘要: An experiment is presented which compares actual managerial decision-making, decisions based on neural network models, and linear regression rules. Since networks are thought to be superior in the case of more complex decisions, two level environmental complexity also introduced into study. The study makes use data from subjects making a production-scheduling decision. subject's behavior modeled with decision rules several models. results for not included paper because analysis was incomplete. >
sci-hub.se 参考文章(14)
D. Kahneman, A. Tversky, Judgment Under Uncertainty: Heuristics and Biases ,(1974)
William Remus, Jeffrey E. Kottemann, Semi-structured recurring decisions: an experimental study of decision making models and some suggestions for DSS Management Information Systems Quarterly. ,vol. 11, pp. 233- 243 ,(1987) , 10.2307/249368
Mark A Gluck, Gordon H Bower, Evaluating an adaptive network model of human learning Journal of Memory and Language. ,vol. 27, pp. 166- 195 ,(1988) , 10.1016/0749-596X(88)90072-1
William Remus, Graduate students as surrogates for managers in experiments on business decision making Journal of Business Research. ,vol. 14, pp. 19- 25 ,(1986) , 10.1016/0148-2963(86)90053-6
Robin M Hogarth, None, Beyond discrete biases: Functional and dysfunctional aspects of judgmental heuristics. Psychological Bulletin. ,vol. 90, pp. 197- 217 ,(1981) , 10.1037/0033-2909.90.2.197
Paul J. Hoffman, The paramorphic representation of clinical judgment. Psychological Bulletin. ,vol. 57, pp. 116- 131 ,(1960) , 10.1037/H0047807
William Remus, An Empirical Investigation of the Impact of Graphical and Tabular Data Presentations on Decision Making Management Science. ,vol. 30, pp. 533- 542 ,(1984) , 10.1287/MNSC.30.5.533
Paul Slovic, Sarah Lichtenstein, Comparison of Bayesian and Regression Approaches to the Study of Information Processing in Judgment. Organizational Behavior and Human Performance. ,vol. 6, pp. 649- 744 ,(1971) , 10.1016/0030-5073(71)90033-X
William Remus, Phillip Carter, Lawrence Jenicke, Regression models of decision rules in unstable environments Journal of Business Research. ,vol. 7, pp. 187- 196 ,(1979) , 10.1016/0148-2963(79)90006-7
Herbert Moskowitz, Jeffrey G. Miller, Information and Decision Systems for Production Planning Management Science. ,vol. 22, pp. 359- 370 ,(1975) , 10.1287/MNSC.22.3.359