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RobustIV  

Robust Instrumental Variable Methods in Linear Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RobustIV", "0.2.5")



Attach the package and use:
library("RobustIV")
Maintained by
Zijian Guo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-08-19
Latest Update: 2022-12-20
Description:
Inference for the treatment effect with possibly invalid instrumental variables via TSHT('Guo et al.' (2016) <doi:10.48550/arXiv.1603.05224>) and SearchingSampling('Guo' (2021) <doi:10.48550/arXiv.2104.06911>), which are effective for both low- and high-dimensional covariates and instrumental variables; test of endogeneity in high dimensions ('Guo et al.' (2016) <doi:10.48550/arXiv.1609.06713>).
How to cite:
Zijian Guo (2022). RobustIV: Robust Instrumental Variable Methods in Linear Models. R package version 0.2.5, https://cran.r-project.org/web/packages/RobustIV
Previous versions and publish date:
0.2.4 (2022-08-19 13:20)
Other packages that cited RobustIV R package
View RobustIV citation profile
Other R packages that RobustIV depends, imports, suggests or enhances
Functions, R codes and Examples using the RobustIV R package
Some associated functions: SearchingSampling . TSHT . endo.test . lineardata . summary.SS . summary.TSHT . summary.endotest . 
Some associated R codes: LF.R . Projection_Directions-LF.R . SearchingSampling.R . TSHT.R . check-LF.R . endo-test.R . helpers-LF.R . helpers-TSHT.R . helpers-endo.test.R . lineardata.R .  Full RobustIV package functions and examples
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