Model Selection and Simplification Using Lattices

This paper shows how to cope with a problem of model selection and simplification using the principle of coherence (Gabriel (1969): A procedure involving testing a set of models ought not accept a model while rejecting a more general model.) The mathematical lattice theory is used to define a partial ordering over the space of considered models. Several examples of partial ordering in large families of models are given along with a searching algorithm to determine the best model with respect to chosen criteria

Year of publication:	2009
Authors:	Antoch, Jaromir ; Hanousek, Jan
Publisher:	[S.l.] : SSRN
Subject:	Theorie \| Theory \| Wirtschaftsmodell \| Economic model

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