Provides methods for making inference in the random effects meta regression model such as point estimates and confidence intervals for the heterogeneity parameter and the regression coefficients vector. Inference methods are based on different approaches to statistical inference. Methods from three different schools are included: methods based on the method of moments approach, methods based on likelihood, and methods based on generalised inference. The package also includes tools to run extensive simulation studies in parallel on high performance clusters in a modular way. This allows extensive testing of custom inferential methods with all implemented stateoftheart methods in a standardised way. Tools for evaluating the performance of both point and interval estimates are provided. Also, a large collection of different predefined plotting functions is implemented in a readytouse fashion.
Package details 


Author  Thomas W. D. Möbius <[email protected]> 
Date of publication  20140527 15:43:54 
Maintainer  Thomas W. D. Möbius <[email protected]> 
License  GPL3 
Version  1.0 
URL  http://00tau.github.io/metagen/ 
Package repository  View on CRAN 
Installation 
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