DESCRIPTION

Package: RobustIV
Type: Package
Title: Robust Instrumental Variable Methods in Linear Models
Version: 0.2.4
Authors@R: 
  c(person(given = "Taehyeon",
           family = "Koo",
           role = "aut"),
    person(given = "Zhenyu",
           family = "Wang",
           role = "aut"),
    person(given = "Hyunseung",
           family = "Kang",
           role = "ctb"),
    person(given = "Dylan",
           family = "Small",
           role = "ctb"),
    person(given = "Zijian",
           family = "Guo",
           role = c("aut","cre","cph"),
           email = "zijguo@stat.rutgers.edu"))
Description: Inference for the treatment effect with possibly invalid instrumental variables via TSHT('Guo et al.' (2016) <arXiv:1603.05224>) and SearchingSampling('Guo' (2021) <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) <arXiv:1609.06713>).
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.2
URL: https://github.com/zijguo/RobustIV
Imports: glmnet, MASS, Matrix, igraph, intervals, CVXR
NeedsCompilation: no
Depends: 
    R (>= 2.10)