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Etats-Unis : déclin improbable, rebond impossible ?

Etats-Unis : déclin improbable, rebond impossible ?

J. GHEZ

VA Press

2018



Analogies and Theories: Formal Models of Reasoning

Analogies and Theories: Formal Models of Reasoning

I. GILBOA, L. SAMUELSON, D. SCHMEIDLER

Oxford University Press

2015



The book describes formal models of reasoning that are aimed at capturing the way that economic agents, and decision makers in general think about their environment and make predictions based on their past experience. The focus is on analogies (case-based reasoning) and general theories (rule-based reasoning), and on the interaction between them, as well as between them and Bayesian reasoning. A unified approach allows one to study the dynamics of inductive reasoning in terms of the mode of reasoning that is used to generate predictions

Enjeux diplomatiques et stratégiques 2014

P. CHAIGNEAU

Economica

2014



Case-Based Predictions: An Axiomatic Approach to Prediction, Classification and Statistical Learning

Case-Based Predictions: An Axiomatic Approach to Prediction, Classification and Statistical Learning

I. GILBOA, D. Schmeidler

World Scientific Publishers, Economic Theory Series

2012



This book presents an axiomatic approach to the problems of prediction, classification, and statistical learning. Using methodologies from axiomatic decision theory, and, in particular, the authors' case-based decision theory, the present studies attempt to ask what inductive conclusions can be derived from existing databases. It is shown that simple consistency rules lead to similarity-weighted aggregation, akin to kernel-based methods. It is suggested that the similarity function be estimated from the data. The incorporation of rule-based reasoning is discussed.

Statistique mathématique en action

Statistique mathématique en action

translated in French from Statistique mathématique en action, Vuibert, 2009

V. Rivoirard, G. STOLTZ

Vuibert

2e éd.th ed., 2012




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