varameta': Meta-analysis of medians
Автор: R Consortium
Загружено: 2018-07-14
Просмотров: 481
Описание: Meta-analyses bring together summary statistics from multiple sources; which are reported in various ways. In this talk I will introduce the `varameta` package, which will provide an underlying (and reproducible) framework for understanding skewed meta-analysis data and reporting. The `varameta` package accompanies a couple of theoretical meta-analysis papers I am working on for meta-analysis of medians. This package is also designed to be an adjunct to the well-established conventional `metafor` package. In this package I have collated the existing techniques for meta-analysing skewed data reported as medians and interquartile ranges (or ranges). The `varameta` package will also include reproducible simulation documentation (in .Rmd) of existing methods in meta-analysis benchmarked against our proposed estimator for the standard error of the sample median. In this talk I will demonstrate the package, the web interface for clinicians, as well as how it can be implemented in everyday systematic reviews.
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