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

  • Ian J. Bateman
  • Andrew P. Jones

The paper presents a variety ofmeta analysis models of woodland recreation benefit estimates, contrasting conventionally estimatedmodelswith 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 ourmeta-analysis.However, the MLM approach explicitly incorporates the hierarchical nature ofmeta-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.

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File URL: http://le.uwpress.org/cgi/reprint/79/2/235
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Article provided by University of Wisconsin Press in its journal Land Economics.

Volume (Year): 79 (2003)
Issue (Month): 2 ()
Pages: 235-258

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Handle: RePEc:uwp:landec:v:79:y:2003:i:2:p:235-258
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