Case-Based Predictions
Book Details
Format
Hardback or Cased Book
Book Series
World Scientific Series In Economic Theory
ISBN-10
981436617X
ISBN-13
9789814366175
Publisher
World Scientific Publishing Co Pte Ltd
Imprint
World Scientific Publishing Co Pte Ltd
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Apr 27th, 2012
Print length
348 Pages
Weight
628 grams
Dimensions
23.30 x 16.10 x 2.40 cms
Product Classification:
Economic theory & philosophyEconomic theory and philosophy
Ksh 20,500.00
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Presents an axiomatic approach to the problems of prediction, classification, and statistical learning.
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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