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Memory and Probability / Pedro Bordalo, John J. Conlon, Nicola Gennaioli, Spencer Yongwook Kwon, Andrei Shleifer.

NBER Working papers Available online

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Format:
Book
Author/Creator:
Bordalo, Pedro.
Contributor:
National Bureau of Economic Research.
Conlon, John J.
Gennaioli, Nicola.
Kwon, Spencer Yongwook.
Shleifer, Andrei.
Series:
Working Paper Series (National Bureau of Economic Research) no. w29273.
NBER working paper series no. w29273
Language:
English
Physical Description:
1 online resource: illustrations (black and white);
Place of Publication:
Cambridge, Mass. National Bureau of Economic Research 2021.
Summary:
People often estimate probabilities, such as the likelihood that an insurable risk will materialize or that an Irish person has red hair, by retrieving experiences from memory. We present a model of this process based on two established regularities of selective recall: similarity and interference. The model accounts for and reconciles a variety of conflicting empirical findings, such as overestimation of unlikely events when these are cued vs. neglect of non-cued ones, the availability heuristic, the representativeness heuristic, as well as over vs. underreaction to information in different situations. The model makes new predictions on how the content of a hypothesis (not just its objective probability) affects probability assessments by shaping the ease of recall. We experimentally evaluate these predictions and find strong experimental support.
Notes:
Print version record
September 2021.

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