outlierProbs {metaplus} | R Documentation |
Calculate outlier probabilities for each study.
Description
For the normal mixture random effect calculates the probability that each study is an outlier based on the posterior probability of it being an outlier.
Usage
## S3 method for class 'metaplus'
outlierProbs(object)
Arguments
object |
A metaplus object with a mixture (robust) random effects distribution. |
Details
The outlier probabilities are obtained as the posterior probabilities of each study being an outlier based on the fitted mixture model.
Value
outlier.prob |
Posterior probability that each study is an outlier |
slab |
Labels corresponding to each study |
Author(s)
Ken Beath <ken@kjbeath.id.au>
Examples
data(mag)
mag3 <- metaplus(yi, sei, plotci = TRUE, slab = study, random = "mixture", cores = 1, data = mag)
mag3.outlierProbs <- outlierProbs(mag3)
plot(mag3.outlierProbs)
[Package metaplus version 1.0-5 Index]