TY - JOUR
T1 - Hypothesis evaluation from a Bayesian perspective
AU - Fischhoff, Baruch
AU - Beyth-Marom, Ruth
N1 - Copyright:
Copyright 2009 Elsevier B.V., All rights reserved.
PY - 1983/7
Y1 - 1983/7
N2 - Explores the potential of Bayesian inference as a theoretical framework for describing how people evaluate hypotheses. First, a set of logically possible forms of non-Bayesian behavior is identified. Second, existing research is reviewed in a variety of areas to see whether these possibilities are ever realized. The analysis shows that in some situations several apparently distinct phenomena are usefully viewed as special cases of the same kind of behavior, whereas in other situations previous investigations have conferred a common label (e.g., confirmation bias) to several distinct phenomena. A number of attributions of judgmental bias are called into question, and it is suggested that in some cases the bias is different than what has previously been claimed, whereas in others there may be no bias at all. (89 ref) (PsycINFO Database Record (c) 2006 APA, all rights reserved).
AB - Explores the potential of Bayesian inference as a theoretical framework for describing how people evaluate hypotheses. First, a set of logically possible forms of non-Bayesian behavior is identified. Second, existing research is reviewed in a variety of areas to see whether these possibilities are ever realized. The analysis shows that in some situations several apparently distinct phenomena are usefully viewed as special cases of the same kind of behavior, whereas in other situations previous investigations have conferred a common label (e.g., confirmation bias) to several distinct phenomena. A number of attributions of judgmental bias are called into question, and it is suggested that in some cases the bias is different than what has previously been claimed, whereas in others there may be no bias at all. (89 ref) (PsycINFO Database Record (c) 2006 APA, all rights reserved).
KW - Bayesian inference as theoretical framework for hypothesis evaluation, literature review
UR - http://www.scopus.com/inward/record.url?scp=0000929811&partnerID=8YFLogxK
U2 - 10.1037/0033-295X.90.3.239
DO - 10.1037/0033-295X.90.3.239
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AN - SCOPUS:0000929811
SN - 0033-295X
VL - 90
SP - 239
EP - 260
JO - Psychological Review
JF - Psychological Review
IS - 3
ER -