Prediction Intervals for Random-Effects Meta-Analysis

An implementation of prediction intervals for random-effects meta-analysis: Higgins et al. (2009) , Partlett and Riley (2017) , and Nagashima et al. (2018) , .


Prediction Intervals for Random-Effects Meta-Analysis

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 2018. In press. 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")

News

The 'pimeta' package

Version 1.1.1 (2018-09-15)

  • Fixed documents.

Version 1.1.0 (2018-09-14)

  • Refined the package structure.
  • New function pima is available (see a Vignette file).

Version 1.0.1 (2018-05-11)

  • Updated citation informations.

Version 1.0.0 (2018-04-05)

  • First release.

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("pimeta")

1.1.1 by Kengo Nagashima, 2 months ago


Browse source code at https://github.com/cran/pimeta


Authors: Kengo Nagashima [aut, cre] , Hisashi Noma [aut] , Toshi A. Furukawa [aut]


Documentation:   PDF Manual  


Task views: Meta-Analysis


GPL-3 license


Imports stats, Rcpp

Suggests knitr, rmarkdown

Linking to Rcpp, RcppEigen


See at CRAN