endogeneity (version 2.1.5)

Recursive Two-Stage Models to Address Endogeneity

Description

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) .

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Version

Install

install.packages('endogeneity')

Monthly Downloads

300

Version

2.1.5

License

GPL (>= 3)

Maintainer

Jing Peng

Last Published

October 13th, 2025

Functions in endogeneity (2.1.5)

pln

Poisson Lognormal Model

pln_linear

Recursive PLN-Linear Model

linear_probit

Recursive Linear-Probit Model

probit_linear

Recursive Probit-Linear Model

endogeneity

Recursive two-stage models to address endogeneity

bilinear

Recusrive Bivariate Linear Model

pln_probit

Recursive PLN-Probit Model

biprobit_partial

Recursive Bivariate Probit Model with Partially Observed First Stage

biprobit_latent

Recursive Bivariate Probit Model with Latent First Stage

probit_linear_partial

Recursive Probit-Linear Model with Partially Observed First Stage

biprobit

Recusrive Bivariate Probit Model

probit_linear_latent

Recursive Probit-Linear Model with Latent First Stage

probit_linearRE

Recursive Probit-LinearRE Model