CASE-BASED PREDICTIONS: AN AXIOMATIC APPROACH TO PREDICTION, CLASSIFICATION AND STATISTICAL LEARNING

Inbunden, Engelska, 2012

Del 3 i serien WORLD SCIENTIFIC SERIES IN ECONOMIC THEORY

1 887 kr

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Beskrivning

The 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.

Produktinformation

Utgivningsdatum:2012-04-27
Mått:161 x 233 x 24 mm
Vikt:628 g
Format:Inbunden
Språk:Engelska
Serie:WORLD SCIENTIFIC SERIES IN ECONOMIC THEORY
Antal sidor:348
Förlag:World Scientific Publishing Co Pte Ltd
ISBN:9789814366175

Utforska kategorier

Nationalekonomi inom Ekonomi och Ledarskap

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Innehållsförteckning

Case-Based Decision Theory; Act Similarity in Case-Based Decision Theory; A Cognitive Foundation of Probability; Inductive Inference: An Axiomatic Approach; Expected Utility in the Context of a Game; Subjective Distributions; Probabilities as Similarity-Weighted Frequencies; Fact-Free Learning; Empirical Similarity; Axiomatization of an Exponential Similarity Function; On the Definition of Objective Probabilities by Empirical Similarity; Likelihood and Simplicity: An Axiomatic Approach.

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CASE-BASED PREDICTIONS: AN AXIOMATIC APPROACH TO PREDICTION, CLASSIFICATION AND STATISTICAL LEARNING

AvItzhak Gilboa,David Schmeidler

Inbunden, Engelska, 2012

Del 3 i serien WORLD SCIENTIFIC SERIES IN ECONOMIC THEORY

1 887 kr

Beställningsvara. Skickas inom 5-8 vardagar. Fri frakt över 249 kr.

Beskrivning

Produktinformation

Utgivningsdatum:2012-04-27
Mått:161 x 233 x 24 mm
Vikt:628 g
Format:Inbunden
Språk:Engelska
Serie:WORLD SCIENTIFIC SERIES IN ECONOMIC THEORY
Antal sidor:348
Förlag:World Scientific Publishing Co Pte Ltd
ISBN:9789814366175

Utforska kategorier

Nationalekonomi inom Ekonomi och Ledarskap

Recensioner i media

Select Guide Rating

Innehållsförteckning

Case-Based Decision Theory; Act Similarity in Case-Based Decision Theory; A Cognitive Foundation of Probability; Inductive Inference: An Axiomatic Approach; Expected Utility in the Context of a Game; Subjective Distributions; Probabilities as Similarity-Weighted Frequencies; Fact-Free Learning; Empirical Similarity; Axiomatization of an Exponential Similarity Function; On the Definition of Objective Probabilities by Empirical Similarity; Likelihood and Simplicity: An Axiomatic Approach.