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civ  

Categorical Instrumental Variables
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("civ", "0.1.0")



Attach the package and use:
library("civ")
Maintained by
Thomas Wiemann
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-12-08
Latest Update: 2023-12-08
Description:
Implementation of the categorical instrumental variable (CIV) estimator proposed by Wiemann (2023) . CIV allows for optimal instrumental variable estimation in settings with relatively few observations per category. To obtain valid inference in these challenging settings, CIV leverages a regularization assumption that implies existence of a latent categorical variable with fixed finite support achieving the same first stage fit as the observed instrument.
How to cite:
Thomas Wiemann (2023). civ: Categorical Instrumental Variables. R package version 0.1.0, https://cran.r-project.org/web/packages/civ. Accessed 13 Oct. 2026.
Previous versions and publish date:
No previous versions
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View civ citation profile
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Complete documentation for civ
Functions, R codes and Examples using the civ R package
Some associated functions: civ . summary.civ . 
Some associated R codes: civ.R .  Full civ package functions and examples
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