Meta-Analysis with CMA - Case Study: Mortality Following Mitral Valve Surgery

Tutorial on how to work with the risk of an event in one group, for example prevalence or incidence, in a #metaanalysis. How to enter data, run analysis, estimate mean effect size, understand heterogeneity in effects, report the results, create plots. Also: perform subgroups analysis, meta-regression, and assess potential impact of publication bias.

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Chapters
0:00 Start
0:21 Basic Topics
2:19 Enter the Data
8:28 Run the Analysis
9:01 The Random-Effects Model
10:46 The Mean Effect-Size
13:07 Heterogeneity
26:31 How to explain the results
31:08 High-Resolution Plot
35:18 Sensitivity Analysis
39:37 Publication Bias / Small Study Effect
40:59 Subgroup Analysis
1:08:46 Meta-Regression