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University of Wisconsin Press, Land Economics, 2(79), p. 235-258

DOI: 10.2307/3146869

Environmental Value Transfer: Issues and Methods, p. 131-160

DOI: 10.1007/1-4020-5405-x_8

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Contrasting Conventional with Multi-Level Modeling Approaches to Meta-Analysis: Expectation Consistency in U.K. Woodland Recreation Values

Journal article published in 2003 by Ian J. Bateman ORCID, Bateman Ij, Jones Ap, Andrew P. Jones
This paper is available in a repository.
This paper is available in a repository.

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Abstract

The paper presents a variety of meta analysis models of woodland recreation benefit estimates, contrasting conventionally estimated models with those provided by novel, multi-level modeling (MLM) techniques (Goldstein 1995). Our conventional models suggest that studies carried out by certain authors are associated with unusually large residuals within our meta-analysis. However, the MLM approach explicitly incorporates the hierarchical nature of meta-analysis data, with estimates nested within study sites and authors. These residuals are not a significant determinant upon values, suggesting that, at least in this aspect, estimates may be more robust than indicated by less sophisticated models.