Package: endogeneity 2.1.3

Jing Peng

endogeneity: Recursive Two-Stage Models to Address Endogeneity

Various recursive two-stage models to address the endogeneity issue of treatment variables in observational study or mediators in experiments. The details of the models are discussed in Peng (2023) <doi:10.1287/isre.2022.1113>.

Authors:Jing Peng

endogeneity_2.1.3.tar.gz
endogeneity_2.1.3.tar.gz(r-4.5-noble)endogeneity_2.1.3.tar.gz(r-4.4-noble)
endogeneity_2.1.3.tgz(r-4.4-emscripten)endogeneity_2.1.3.tgz(r-4.3-emscripten)
endogeneity.pdf |endogeneity.html✨
endogeneity/json (API)

# Install 'endogeneity' in R:

install.packages('endogeneity', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Uses libs:

c++– GNU Standard C++ Library v3

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

cpp

2.00 score 2 scripts 264 downloads 12 exports 13 dependencies

Last updated 1 years agofrom:445d688bb1. Checks:OK: 2. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Dec 13 2024
R-4.5-linux-x86_64	OK	Dec 13 2024

Exports:bilinear biprobit biprobit_latent biprobit_partial linear_probit pln pln_linear pln_probit probit_linear probit_linear_latent probit_linear_partial probit_linearRE

Dependencies:data.table digest generics lattice MASS maxLik miscTools pbivnorm Rcpp RcppArmadillo sandwich statmod zoo

Recursive Two-Stage Models to Address Endogeneity

Jing Peng

Rendered fromvignette.Rmdusingknitr::rmarkdownon Dec 13 2024.

Last update: 2023-08-21
Started: 2022-12-03

Citation

Readme and manuals

Help Manual

Help page	Topics
Recusrive Bivariate Linear Model	bilinear
Recusrive Bivariate Probit Model	biprobit
Recursive Bivariate Probit Model with Latent First Stage	biprobit_latent
Recursive Bivariate Probit Model with Partially Observed First Stage	biprobit_partial
Recursive two-stage models to address endogeneity	endogeneity
Recursive Linear-Probit Model	linear_probit
Poisson Lognormal Model	pln
Recursive PLN-Linear Model	pln_linear
Recursive PLN-Probit Model	pln_probit
Recursive Probit-Linear Model	probit_linear
Recursive Probit-Linear Model with Latent First Stage	probit_linear_latent
Recursive Probit-Linear Model with Partially Observed First Stage	probit_linear_partial
Recursive Probit-LinearRE Model	probit_linearRE