Probabilistic Forecasts: Some results and speculations

作者: George Wright

DOI: 10.1007/978-94-017-1590-4_12

关键词: Probability assessmentProbabilistic logicProbabilistic forecastingSelection (genetic algorithm)Machine learningCalibration (statistics)Computer scienceArtificial intelligenceGeneral knowledge

摘要: This paper introduces the concept of calibration which refers to external correspondence between assessed subjective probabilities and hit-rate. Evidence is presented that psychological processes involved in forecasting future events are different from those evaluating truth one’s own knowledge. The implication results research has investigated probability assessments given general knowledge questions will not generalize real world where uncertainty located future. Finally, directions for on probabilistic sketched out. should lead effective evaluation forecasts selection forecasters.

参考文章(18)
George Wright, Peter Whalley, The Supra-Additivity of Subjective Probability Springer, Dordrecht. pp. 233- 244 ,(1983) , 10.1007/978-94-017-1590-4_13
Lawrence D. Phillips, C. N. Wright, Cultural Differences in Viewing Uncertainty and Assessing Probabilities Decision Making and Change in Human Affairs. pp. 507- 519 ,(1977) , 10.1007/978-94-010-1276-8_34
Sarah Lichtenstein, Baruch Fischhoff, Lawrence D. Phillips, Calibration of Probabilities: The State of the Art Decision Making and Change in Human Affairs. pp. 275- 324 ,(1977) , 10.1007/978-94-010-1276-8_19
Sarah Lichtenstein, Baruch Fischhoff, Lawrence D. Phillips, Calibration of probabilities: the state of the art to 1980 Cambridge University Press. pp. 306- 334 ,(1981) , 10.1017/CBO9780511809477.023
Leonard Jimmie Savage, The foundations of statistics ,(1954)
David W. Martin, Charles F. Gettys, Feedback and response mode in performing a Bayesian decision task. Journal of Applied Psychology. ,vol. 53, pp. 413- 418 ,(1969) , 10.1037/H0028052
Sarah Lichtenstein, Baruch Fischhoff, Training for calibration Organizational Behavior and Human Performance. ,vol. 26, pp. 149- 171 ,(1980) , 10.1016/0030-5073(80)90052-5
Ward Edwards, The theory of decision making. Psychological Bulletin. ,vol. 51, pp. 380- 417 ,(1954) , 10.1037/H0053870
GEORGE WRIGHT, AYLEEN WISUDHA, Distribution of probability assessments for almanac and future event questions Scandinavian Journal of Psychology. ,vol. 23, pp. 219- 224 ,(1982) , 10.1111/J.1467-9450.1982.TB00435.X