Skip Nav Destination
Close Modal
By
Ralph Hertwig, Pete C. Trimmer, Christoph Engel, Richard McElreath, Sarah Auster ...
Update search
NARROW
Format
Subjects
Date
Availability
1-20 of 94
Gerd Gigerenzer
Close
Follow your search
Access your saved searches in your account
Would you like to receive an alert when new items match your search?
Sort by
Book Chapter
Publisher: The MIT Press
Published: 02 March 2021
DOI: 10.7551/mitpress/13757.003.0015
EISBN: 9780262363273
Publisher: The MIT Press
Published: 02 February 2021
DOI: 10.7551/mitpress/11790.003.0001
EISBN: 9780262363228
Publisher: The MIT Press
Published: 02 February 2021
DOI: 10.7551/mitpress/11790.003.0002
EISBN: 9780262363228
Publisher: The MIT Press
Published: 02 February 2021
DOI: 10.7551/mitpress/11790.003.0003
EISBN: 9780262363228
Publisher: The MIT Press
Published: 02 February 2021
DOI: 10.7551/mitpress/11790.003.0004
EISBN: 9780262363228
Publisher: The MIT Press
Published: 02 February 2021
DOI: 10.7551/mitpress/11790.003.0005
EISBN: 9780262363228
Publisher: The MIT Press
Published: 02 February 2021
DOI: 10.7551/mitpress/11790.003.0006
EISBN: 9780262363228
Publisher: The MIT Press
Published: 02 February 2021
DOI: 10.7551/mitpress/11790.003.0007
EISBN: 9780262363228
Publisher: The MIT Press
Published: 02 February 2021
DOI: 10.7551/mitpress/11790.003.0008
EISBN: 9780262363228
Publisher: The MIT Press
Published: 02 February 2021
DOI: 10.7551/mitpress/11790.003.0009
EISBN: 9780262363228
Publisher: The MIT Press
Published: 02 February 2021
DOI: 10.7551/mitpress/11790.003.0010
EISBN: 9780262363228
Publisher: The MIT Press
Published: 02 February 2021
DOI: 10.7551/mitpress/11790.003.0011
EISBN: 9780262363228
Publisher: The MIT Press
Published: 02 February 2021
DOI: 10.7551/mitpress/11790.003.0012
EISBN: 9780262363228
Publisher: The MIT Press
Published: 02 February 2021
DOI: 10.7551/mitpress/11790.003.0013
EISBN: 9780262363228
Publisher: The MIT Press
Published: 02 February 2021
DOI: 10.7551/mitpress/11790.001.0001
EISBN: 9780262363228
Rules for building formal models that use fast-and-frugal heuristics, extending the psychological study of classification to the real world of uncertainty. This book focuses on classification—allocating objects into categories—“in the wild,” in real-world situations and far from the certainty of the lab. In the wild, unlike in typical psychological experiments, the future is not knowable and uncertainty cannot be meaningfully reduced to probability. Connecting the science of heuristics with machine learning, the book shows how to create formal models using classification rules that are simple, fast, and transparent and that can be as accurate as mathematically sophisticated algorithms developed for machine learning. The authors—whose individual expertise ranges from empirical psychology to mathematical modeling to artificial intelligence and data science—offer real-world examples, including voting, HIV screening, and magistrate decision making; present an accessible guide to inducing the models statistically; compare the performance of such models to machine learning algorithms when applied to problems that include predicting diabetes or bank failure; and discuss conceptual and historical connections to cognitive psychology. Finally, they analyze such challenging safety-related applications as decreasing civilian casualties in checkpoints and regulating investment banks.
Publisher: The MIT Press
Published: 25 March 2011
DOI: 10.7551/mitpress/9143.003.0001
EISBN: 9780262298957
Publisher: The MIT Press
Published: 25 March 2011
DOI: 10.7551/mitpress/9143.003.0002
EISBN: 9780262298957
Publisher: The MIT Press
Published: 25 March 2011
DOI: 10.7551/mitpress/9143.003.0003
EISBN: 9780262298957
Publisher: The MIT Press
Published: 25 March 2011
DOI: 10.7551/mitpress/9143.003.0004
EISBN: 9780262298957
Publisher: The MIT Press
Published: 25 March 2011
DOI: 10.7551/mitpress/9143.003.0005
EISBN: 9780262298957