Multivariate meta‐analysis
By In‐Sun Nam, Kerrie L. Mengersen, Paul H. Garthwaite. Statistics in Medicine, 2003
346 citations recorded by the source corpus.
Subfields: Statistics and Probability
View Paper: https://www.semanticscholar.org/paper/54cd8844cacc54b1cdeedc250c08771c05fa33d2
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Statistics and Probability
- N. Welton
- S. Dias
- W. Van den Noortgate
- A. Sutton
- A. Ades
- Soyeon Ahn
- Rommel L. Bunuan
- S. Natasha Beretvas
Citations in the corpus
- A Meta-Analysis of Morphological Interventions in English: Effects on Literacy Outcomes for School-Age Children (2013, background): “Such dependence issues can be dealt with in a number of ways (Becker, 2000).”
- Evidence‐Based Assessment as an Integrative Model for Applying Psychological Science to Guide the Voyage of Treatment (2017, background): “We should keep using a “good enough” measure until something beats it on both validity and cost (Youngstrom & Van Meter, 2016).”
- Methods for dealing with multiple outcomes in meta-analysis: a comparison between averaging effect sizes, robust variance estimation and multilevel meta-analysis (2017, methodology): “However, this assumption is not realistic as several related outcome variables are measured within the same subjects and as a consequence the dependency needs to be taken into account (Becker, 2000; Berkey, Anderson, & Hoaglin, 1996). Moreover, even if effect sizes are measured on independent sample”
- Testing Dependent Correlation Coefficients via Structural Equation Modeling (2004, methodology): “In the context of meta-analysis, generalized least squares (GLS) has been proposed to synthesize correlation matrices (Becker, 1992, 2000; Hedges & Olkin, 1985).”
- Multivariate Meta-Analysis as Structural Equation Models (2013, neutral): “E-mail: mikewlcheung@ nus.edu.sg 429 to handle multivariate effect sizes in meta-analysis (e.g., Becker, 1992, 2000, 2009; Becker & Schram, 1994; Beretvas & Furlow, 2006; Berkey, Anderson, & Hoaglin, 1996; Berkey, Hoaglin, Antczak-Bouckoms, Mosteller, & Colditz, 1998; Berrington & Cox, 2002;…”
- A Quantitative Review of Physical Activity, Health, and Learning Outcomes Associated With Classroom-Based Physical Activity Interventions (2012, methodology): “Of several ways to handle the issue of dependency (Becker, 2000), we chose an effect size that was based on the most frequently used outcome measure.”
- Twenty years after Hines, Hungerford, and Tomera: A new meta-analysis of psycho-social determinants of pro-environmental behaviour (2007, background): “As a result, researchers have become interested in testing theoretical models with structural equation modelling (SEM) based on the meta-analytically pooled correlation matrix (Becker, 2000; Viswesvaran & Ones, 1995).”
- A Guide to Conducting a Meta-Analysis with Non-Independent Effect Sizes (2019, background): “(Jackson et al., 2011) because of the benefits that can be obtained from the correlated effect sizes.”