The metafor Package

A Meta-Analysis Package for R

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plots:radial_plot

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Radial (Galbraith) Plot

Description

Radial plots were introduced by Rex Galbraith (1988a, 1988b, 1994) and can be useful in the meta-analytic context to examine the data for heterogeneity. For a fixed-effects model, the plot shows the inverse of the standard errors on the horizontal axis against the individual observed effect sizes or outcomes standardized by their corresponding standard errors on the vertical axis. On the right hand side of the plot, an arc is drawn corresponding to the individual observed effect sizes or outcomes. A line projected from (0,0) through a particular point within the plot onto this arc indicates the value of the individual observed effect size or outcome for that point. An example of such a plot is shown below

Plot

Code

library(metafor)
 
### adjust margins so the space is better used
par(mar=c(5,4,0,2))
 
### fit fixed-effects model
res <- rma(yi, vi, data=dat.hackshaw1998, method="FE")
 
### draw radial plot
radial(res)

References

Galbraith, R. F. (1988a). Graphical display of estimates having differing standard errors. Technometrics, 30(3), 271โ€“281.

Galbraith, R. F. (1988b). A note on graphical presentation of estimated odds ratios from several clinical trials. Statistics in Medicine, 7(8), 889โ€“894.

Galbraith, R. F. (1994). Some applications of radial plots. Journal of the American Statistical Association, 89(428), 1232โ€“1242.

plots/radial_plot.txt ยท Last modified: 2016/08/04 13:41 by Wolfgang Viechtbauer