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An implementation of prediction intervals for random-effects
meta-analysis:
- Higgins JPT, Thompson SG, Spiegelhalter DJ. A re-evaluation of
random-effects meta-analysis. Journal of the Royal Statistical
Society: Series A (Statistics in Society) 2009;
172(1): 137–159. doi:10.1111/j.1467-985X.2008.00552.x.
- Partlett C, Riley RD. Random effects meta-analysis: Coverage
performance of 95% confidence and prediction intervals following REML
estimation. Statistics in Medicine 2017;
36(2): 301–317. doi:10.1002/sim.7140.
- Nagashima K, Noma H, Furukawa TA. Prediction interval for
random-effects meta-analysis: a confidence distribution approach.
Statistical Methods in Medical Research 2019;
28(6): 1689–1702. doi:10.1177/0962280218773520.
arXiv:1804.01054.
CRAN task
view: Meta Analysis
Installation
# From CRAN:
install.packages("pimeta")
# Or the the development version from GitHub:
# install.packages("devtools")
devtools::install_github("nshi-stat/pimeta")
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.