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gim  

Generalized Integration Model
View on CRAN: Click here


Download and install gim package within the R console
Install from CRAN:
install.packages("gim")

Install from Github:
library("remotes")
install_github("cran/gim")

Install by package version:
library("remotes")
install_version("gim", "0.33.1")



Attach the package and use:
library("gim")
Maintained by
Han Zhang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-03-14
Latest Update: 2020-06-12
Description:
Implements the generalized integration model, which integrates individual-level data and summary statistics under a generalized linear model framework. It supports continuous and binary outcomes to be modeled by the linear and logistic regression models. For binary outcome, data can be sampled in prospective cohort studies or case-control studies. Described in Zhang et al. (2020).
How to cite:
Han Zhang (2018). gim: Generalized Integration Model. R package version 0.33.1, https://cran.r-project.org/web/packages/gim. Accessed 26 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:44), 0.11.0 (2018-03-14 13:01), 0.28.0 (2019-11-04 09:40)
Other packages that cited gim R package
View gim citation profile
Other R packages that gim depends, imports, suggests or enhances
Complete documentation for gim
Functions, R codes and Examples using the gim R package
Some associated functions: dat . gim-package . gim . 
Some associated R codes: Delta.the.cc.R . NR.R . Sigma0.cc.R . Sigma0.ccr.R . Sigma0.lm.R . Sigma0.lo.R . alp.index.cc.R . alp.index.lm.R . alp.index.lo.R . clean.data.R . collapse.model.R . compute.hess.R . computej.R . compute.score.R . cov.cc.R . cov.ccr.R . cov.cml.R . cov.lm.R . cov.lo.R . effective.sample.size.R . formula.parse.R . gen.example.R . gfunction.alp.bet.cc.R . gfunction.alp.cc.R . gfunction.alp.lam.lm.R . gfunction.alp.lm.R . gfunction.alp.lo.R . gfunction.alp.xi.cc.R . gfunction.alp2.cc.R . gfunction.bet.cc.R . gfunction.bet.lam.lm.R . gfunction.bet.lm.R . gfunction.bet.lo.R . gfunction.bet.xi.cc.R . gfunction.bet2.cc.R . gfunction.cc.R . gfunction.lm.R . gfunction.lo.R . gfunction.the.alp.cc.R . gfunction.the.bet.cc.R . gfunction.the.cc.R . gfunction.the.lam.lm.R . gfunction.the.lm.R . gfunction.the.lo.R . gfunction.the.xi.cc.R . gfunction.the2.cc.R . gim.R . gim.default.R . hess.cc.R . hess.ccr.R . hess.cml.R . hess.lm.R . hess.lo.R . init.R . init.cc.R . init.ccr.R . init.cml.R . init.lm.R . init.lo.R . mcov.R . obj.cc.R . obj.cml.R . obj.lm.R . obj.lo.R . optimal.Sigma0.R . print.summary.gim.R . reorganize.R . reorganize.cc.R . reorganize.ccr.R . reorganize.cml.R . reorganize.lm.R . reorganize.lo.R . score.cc.R . score.ccr.R . score.cml.R . score.lm.R . score.lo.R . summary.gim.R . tilt.cc.R . tilt.ccr.R . vcov.gim.R .  Full gim package functions and examples
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