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maic
View on CRAN: Click
here
Download and install maic package within the R console
Install from CRAN:
install.packages("maic")
Install from Github:
library("remotes")
install_github("cran/maic")
Install by package version:
library("remotes")
install_version("maic", "0.1.4")
Attach the package and use:
library("maic")
Maintained by
Rob Young
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-04-30
Latest Update: 2022-04-27
Description:
A generalised workflow for generation of subject weights to be
used in Matching-Adjusted Indirect Comparison (MAIC) per Signorovitch et
al. (2012) , Signorovitch et al (2010)
. In MAIC, unbiased
comparison between outcomes of two trials is facilitated by weighting the
subject-level outcomes of one trial with weights derived such that the
weighted aggregate measures of the prognostic or effect modifying variables
are equal to those of the sample in the comparator trial. The functions and
classes included in this package wrap and abstract the process demonstrated
in the UK National Institute for Health and Care Excellence Decision
Support Unit (NICE DSU)'s example (Phillippo et al, (2016) [see URL]),
providing a repeatable and easily specifiable workflow for producing
multiple comparison variable sets against a variety of target studies, with
preprocessing for a number of aggregate target forms (e.g. mean, median,
domain limits).
How to cite:
Rob Young (2020). maic: Matching-Adjusted Indirect Comparison. R package version 0.1.4, https://cran.r-project.org/web/packages/maic. Accessed 21 Nov. 2024.
Other packages that cited maic R package
View maic citation profile
Other R packages that maic depends,
imports, suggests or enhances
Complete documentation for maic
Functions, R codes and Examples using
the maic R package
Some associated functions: createMAICInput . maicMatching . maicWeight . reportCovariates .
Some associated R codes: maic.R . Full maic package functions and examples
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