Literature DB >> 24384147

The origins of probabilistic inference in human infants.

Stephanie Denison1, Fei Xu2.   

Abstract

Reasoning under uncertainty is the bread and butter of everyday life. Many areas of psychology, from cognitive, developmental, social, to clinical, are interested in how individuals make inferences and decisions with incomplete information. The ability to reason under uncertainty necessarily involves probability computations, be they exact calculations or estimations. What are the developmental origins of probabilistic reasoning? Recent work has begun to examine whether infants and toddlers can compute probabilities; however, previous experiments have confounded quantity and probability-in most cases young human learners could have relied on simple comparisons of absolute quantities, as opposed to proportions, to succeed in these tasks. We present four experiments providing evidence that infants younger than 12 months show sensitivity to probabilities based on proportions. Furthermore, infants use this sensitivity to make predictions and fulfill their own desires, providing the first demonstration that even preverbal learners use probabilistic information to navigate the world. These results provide strong evidence for a rich quantitative and statistical reasoning system in infants.
Copyright © 2013 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Action methodology; Infant learning; Probabilistic reasoning; Single-event probability; Statistical inference

Mesh:

Year:  2013        PMID: 24384147     DOI: 10.1016/j.cognition.2013.12.001

Source DB:  PubMed          Journal:  Cognition        ISSN: 0010-0277


  12 in total

1.  Probabilistic cognition in two indigenous Mayan groups.

Authors:  Laura Fontanari; Michel Gonzalez; Giorgio Vallortigara; Vittorio Girotto
Journal:  Proc Natl Acad Sci U S A       Date:  2014-11-03       Impact factor: 11.205

2.  Young children's use of probabilistic reliability and base-rates in decision-making.

Authors:  Samantha Gualtieri; Elizabeth Attisano; Stephanie Denison
Journal:  PLoS One       Date:  2022-05-25       Impact factor: 3.752

3.  The Developmental Origins of Selective Social Learning.

Authors:  Diane Poulin-Dubois; Patricia Brosseau-Liard
Journal:  Curr Dir Psychol Sci       Date:  2016-02-01

4.  Infants' Looking to Surprising Events: When Eye-Tracking Reveals More than Looking Time.

Authors:  H Henny Yeung; Stephanie Denison; Scott P Johnson
Journal:  PLoS One       Date:  2016-12-07       Impact factor: 3.240

5.  Children's Inequity Aversion in Procedural Justice Context: A Comparison of Advantageous and Disadvantageous Inequity.

Authors:  Xiaoju Qiu; Jing Yu; Tingyu Li; Nanhua Cheng; Liqi Zhu
Journal:  Front Psychol       Date:  2017-10-18

6.  Changing minds: Children's inferences about third party belief revision.

Authors:  Rachel W Magid; Phyllis Yan; Max H Siegel; Joshua B Tenenbaum; Laura E Schulz
Journal:  Dev Sci       Date:  2017-05-12

7.  Kea show three signatures of domain-general statistical inference.

Authors:  Amalia P M Bastos; Alex H Taylor
Journal:  Nat Commun       Date:  2020-03-03       Impact factor: 14.919

8.  From perception to inference: Utilization of probabilities as decision weights in children.

Authors:  Tilmann Betsch; Stefanie Lindow; Anne Lehmann; Rachel Stenmans
Journal:  Mem Cognit       Date:  2021-01-15

Review 9.  Macphail's Null Hypothesis of Vertebrate Intelligence: Insights From Avian Cognition.

Authors:  Amalia P M Bastos; Alex H Taylor
Journal:  Front Psychol       Date:  2020-07-08

10.  Long-tailed macaques (Macaca fascicularis) can use simple heuristics but fail at drawing statistical inferences from populations to samples.

Authors:  Sarah Placì; Johanna Eckert; Hannes Rakoczy; Julia Fischer
Journal:  R Soc Open Sci       Date:  2018-09-12       Impact factor: 2.963

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