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LocalControl
View on CRAN: Click
here
Download and install LocalControl package within the R console
Install from CRAN:
install.packages("LocalControl")
Install from Github:
library("remotes")
install_github("cran/LocalControl") Install by package version:
library("remotes")
install_version("LocalControl", "1.1.4") Attach the package and use:
library("LocalControl")
Maintained by
Christophe G. Lambert
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-05-16
Latest Update: 2024-09-04
Description:
Implements novel nonparametric approaches to address
biases and confounding when comparing treatments or exposures in
observational studies of outcomes. While designed and appropriate for use
in studies involving medicine and the life sciences, the package can be
used in other situations involving outcomes with multiple confounders.
The package implements a family of methods for non-parametric bias correction
when comparing treatments in observational studies, including survival
analysis settings, where competing risks and/or censoring may be present.
The approach extends to bias-corrected personalized predictions of treatment
outcome differences, and analysis of heterogeneity of treatment effect-sizes
across patient subgroups. For further details, please see:
Lauve NR, Nelson SJ, Young SS, Obenchain RL, Lambert CG. LocalControl:
An R Package for Comparative Safety and Effectiveness Research.
Journal of Statistical Software. 2020. p. 1
How to cite:
Christophe G. Lambert (2017). LocalControl: Nonparametric Methods for Generating High Quality Comparative Effectiveness Evidence. R package version 1.1.4, https://cran.r-project.org/web/packages/LocalControl. Accessed 08 Jun. 2026.
Previous versions and publish date:
Other packages that cited LocalControl R package
View LocalControl citation profile
Other R packages that LocalControl depends,
imports, suggests or enhances
Complete documentation for LocalControl
Functions, R codes and Examples using
the LocalControl R package
Some associated functions: LocalControl-deprecated . LocalControl . LocalControlClassic . LocalControlCompetingRisksConfidence . LocalControlNearestNeighborsConfidence . SPSbalan . SPSloess . SPSlogit . SPSnbins . SPSoutco . UPSLTDdist . UPSaccum . UPSaltdd . UPSboxplot . UPSgraph . UPShclus . UPSivadj . UPSnnltd . cardSim . framingham . lindner . plot.LocalControlCR . plot.LocalControlCS .
Some associated R codes: RcppExports.R . clusteringLC.R . dataDesc.R . deprecatedLC.R . localControl.R . Full LocalControl package functions and examples
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