作者
Larry V Hedges, Elizabeth Tipton
发表日期
2010
期刊
Handbook of Behavioral Medicine: Methods and Applications
页码范围
909-921
出版商
Springer New York
简介
Meta-analysis involves representing the results of each study by a numerical index of effect size and statistically combining these estimates across studies. Effect sizes used in meta-analysis include risk differences, risk ratios, odds ratios, standardized mean differences, and Pearson correlation coefficients. Computation of each of these effect sizes and their sampling variances is described and both fixed and random effects weighted means to combine estimates across studies are illustrated. The Mantel-Haenszel combination procedure is described as an alternative fixed effects method when studies have binary outcomes and small sample sizes. More complex combination procedures such as meta-regression are mentioned as are methods to detect and adjust for publication bias. Methods are illustrated with data from a published meta-analysis.
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LV Hedges, E Tipton - Handbook of Behavioral Medicine: Methods and …, 2010