CRAN/E | RobustIV

RobustIV

Robust Instrumental Variable Methods in Linear Models

Installation

About

Inference for the treatment effect with possibly invalid instrumental variables via TSHT('Guo et al.' (2016) ) and SearchingSampling('Guo' (2021) ), which are effective for both low- and high-dimensional covariates and instrumental variables; test of endogeneity in high dimensions ('Guo et al.' (2016) ).

github.com/zijguo/RobustIV

Key Metrics

Version 0.2.5
R ≥ 2.10
Published 2022-12-20 546 days ago
Needs compilation? no
License GPL-3
CRAN checks RobustIV results

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Maintainer

Maintainer

Zijian Guo

Authors

Taehyeon Koo

aut

Zhenyu Wang

aut

Hyunseung Kang

ctb

Dylan Small

ctb

Zijian Guo

aut / cre / cph

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

RobustIV archive

Depends

R ≥ 2.10

Imports

glmnet
MASS
Matrix
igraph
intervals
CVXR