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  1. Pros and cons of meta-analyses - Cross Validated

    Nov 8, 2012 · For example, no need for a practical experiment is an advantage (time & money) but there will be a publication bias (more exciting results get published) which would be a disadvantage. What …

  2. meta analysis - Egger's Regression test - Cross Validated

    Apr 11, 2025 · The slope should be interpreted here to assess whether small-study effects are present in this meta-analysis. Egger's regression test regresses the effect size on the standard errors of the …

  3. meta analysis - I-Squared: From Calculation to Concept - Cross Validated

    Feb 24, 2018 · In meta-analyses, it's common to report the I-Squared statistic as a measure of heterogeneity of results across studies. The definition given by Higgens 2003 as "the …

  4. How can I calculate the weight of a study for meta-analysis?

    Feb 7, 2024 · I'm tasked with producing a forest plot for a meta-analysis but I've only been given the risk ratio, sample size and confidence intervals of the necessary studies.

  5. Correct interpretation of Tau and Tau^2 in meta-analysis of different ...

    Jan 9, 2021 · Given that Tau is defined as the estimated standard deviation of underlying true effects across studies (and, accordingly, Tau^2 as the variance), how can I interpret this data in different …

  6. meta analysis - Convert hazards ratio to odds ratio - Cross Validated

    Dec 24, 2014 · In meta-analysis: How do we convert hazard ratios in some studies to odds ratio? There are case control and cohort studies to be included and some of them report hazard ratios.

  7. r - Metaregression on meta-analysis of proportion with metaprop and ...

    Mar 8, 2021 · I performed a meta-analysis of single proportion with logit transformation, which I made using the metaprop function, with a random intercept logistic regression model as the default option …

  8. meta analysis - How is weight of a study calculated/determined in a ...

    Aug 13, 2018 · I was wondering how the weight of each study is determined in a Forest Plot? Here is a theoretical example of weights appearing in a Forest Plot using the metafor package. q <- escalc …

  9. Meta analysis combining relative risks and hazard ratios?

    Apr 14, 2025 · Is it possible to do meta analysis for combining relative risks and hazard ratios? Some of the studies I have only report relative risks for a binary outcome, while other studies report hazard …

  10. meta analysis - Why are 1/SE or 1/variance commonly used as weights …

    May 13, 2024 · I'm trying to do a meta-analysis for the first time, comparing measurements of a simple experiment treatment against a control in a variety of species. I started by fitting a mixed-effects …