| Name : R-GENMETA
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| Version : 0.2.0
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp153.2.7
| Date : 2024-06-14 11:24:52
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| Group : Development/Libraries/Other
| Source RPM : R-GENMETA-0.2.0-lp153.2.7.src.rpm
|
| Size : 0.07 MB
| |
| Packager : (none)
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| Summary : Implements Generalized Meta-Analysis Using Iterated Reweighted Least Squares Algorithm
|
Description :
Generalized meta-analysis is a technique for estimating parameters
associated with a multiple regression model through meta-analysis of
studies which may have information only on partial sets of the
regressors. It estimates the effects of each variable while fully
adjusting for all other variables that are measured in at least one of
the studies. Using algebraic relationships between regression
parameters in different dimensions, a set of moment equations is
specified for estimating the parameters of a maximal model through
information available on sets of parameter estimates from a series of
reduced models available from the different studies. The specification
of the equations requires a reference dataset to estimate the joint
distribution of the covariates. These equations are solved using the
generalized method of moments approach, with the optimal weighting of
the equations taking into account uncertainty associated with estimates
of the parameters of the reduced models. The proposed framework is
implemented using iterated reweighted least squares algorithm for
fitting generalized linear regression models. For more details about
the method, please see pre-print version of the manuscript on
generalized meta-analysis by Prosenjit Kundu, Runlong Tang and Nilanjan
Chatterjee (2018) < doi:10.1093/biomet/asz030>.The current version
(0.2.0) is updated to address some of the stability issues in the
previous version (0.1).
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RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
