9789814366175-981436617X-CASE-BASED PREDICTIONS: AN AXIOMATIC APPROACH TO PREDICTION, CLASSIFICATION AND STATISTICAL LEARNING (World Scientific Economic Theory)

CASE-BASED PREDICTIONS: AN AXIOMATIC APPROACH TO PREDICTION, CLASSIFICATION AND STATISTICAL LEARNING (World Scientific Economic Theory)

ISBN-13: 9789814366175
ISBN-10: 981436617X
Edition: 1
Author: Itzhak Gilboa, David Schmeidler
Publication date: 2012
Publisher: World Scientific Publishing Company
Format: Hardcover 348 pages
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Book details

ISBN-13: 9789814366175
ISBN-10: 981436617X
Edition: 1
Author: Itzhak Gilboa, David Schmeidler
Publication date: 2012
Publisher: World Scientific Publishing Company
Format: Hardcover 348 pages

Summary

CASE-BASED PREDICTIONS: AN AXIOMATIC APPROACH TO PREDICTION, CLASSIFICATION AND STATISTICAL LEARNING (World Scientific Economic Theory) (ISBN-13: 9789814366175 and ISBN-10: 981436617X), written by authors Itzhak Gilboa, David Schmeidler, was published by World Scientific Publishing Company in 2012. With an overall rating of 4.4 stars, it's a notable title among other books. You can easily purchase or rent CASE-BASED PREDICTIONS: AN AXIOMATIC APPROACH TO PREDICTION, CLASSIFICATION AND STATISTICAL LEARNING (World Scientific Economic Theory) (Hardcover) from BooksRun, along with many other new and used books and textbooks. And, if you're looking to sell your copy, our current buyback offer is $0.3.

Description

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.

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