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A discussion of some inference issues in order restricted models
Author(s) -
Cohen Arthur,
Sackrowitz Harold B.
Publication year - 2004
Publication title -
canadian journal of statistics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.804
H-Index - 51
eISSN - 1708-945X
pISSN - 0319-5724
DOI - 10.2307/3315943
Subject(s) - inference , order (exchange) , computer science , epistemology , artificial intelligence , philosophy , economics , finance
Traditional inference methodology in order restricted models oftentimes yields procedures with unexpected properties. There are many scattered results exhibiting anomalies and there is disagreement on which inference procedures are appropriate in particular specific models. The authors contend here that these anomalies are not surprising and are to be expected. They air some of the issues that arise in an effort to shed some light on these problems.