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Contrasting conventional with multi-level modeling approaches to meta-analysis: expectation consistency in U.K. woodland recreation values

机译:与传统的多层次建模方法进行荟萃分析的对比:英国林地休闲价值的期望一致性

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摘要

The paper presents a variety ofmeta analysis models ofwoodland recreation benefit estimates, contrasting conventionally estimatedmod-elswith those providedby 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 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.
机译:本文介绍了林地休闲效益估算的各种元分析模型,将常规估算的模型与新颖的多级建模(MLM)技术提供的模型进行了对比(Goldstein 1995)。我们的常规模型表明,某些作者进行的研究与我们的元分析中异常大的残差相关。但是,MLM方法明确地合并了荟萃分析数据的层次性质,其估计值嵌套在研究地点和作者中。这些残差不是决定值的重要决定因素,这表明至少在此方面,估计可能比不那么复杂的模型所指示的更为稳健。

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