Meta-analysis services
From consulting and strategy development to implementation in R and advanced Data visualization and interpetation
Meta-analysis planning and preparation
✔ Protocol design
✔ Data strategy
✔ Data validation
✔ Meta- analysis data-curation
Meta-analysis R implementations
✔ R implementations of DerSimonian&Laird inverse variance, Mantel–Haenszel, Peto's methods. Random effects, fixed effects and many other implementations in R.
✔ Advanced interpretation of the results using multiple frameworks, Frequentist, Bayesian and their hybrid estimators Empirical Bayes.
✔ Meta-analysis validatoin - Publication bias analysis, Egger's test, leave1out analysis.
Network Meta-analysis
✔ Network meta analysis in R
Network Meta-analysis data visualization
✔ Direct effects analysis
✔ Indirect effects analysysis
✔ Network effects analysis