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Moeyaert, Mariola; Ugille, Maaike; Natasha Beretvas, S.; Ferron, John; Bunuan, Rommel; Van den Noortgate, Wim – International Journal of Social Research Methodology, 2017
This study investigates three methods to handle dependency among effect size estimates in meta-analysis arising from studies reporting multiple outcome measures taken on the same sample. The three-level approach is compared with the method of robust variance estimation, and with averaging effects within studies. A simulation study is performed,…
Descriptors: Meta Analysis, Effect Size, Robustness (Statistics), Hierarchical Linear Modeling