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PanelSelect (version 1.0.0)

Panel Sample Selection Models

Description

Extends the Heckman selection framework to panel data with individual random effects. The first stage models participation via a panel Probit specification, while the second stage can take a panel linear, Probit, Poisson, or Poisson log-normal form. Model details are provided in Bailey and Peng (2025) and Peng and Van den Bulte (2024) .

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Version

Install

install.packages('PanelSelect')

Monthly Downloads

183

Version

1.0.0

License

GPL (>= 3)

Maintainer

Jing Peng

Last Published

October 25th, 2025

Functions in PanelSelect (1.0.0)

PanelSelect

Sample Selection Models for Panel Data
probitRE_linearRE

Panel Sample Selection Model for Continuous Outcome
probitRE_PoissonRE

Poisson RE model with Sample Selection
probitRE_probitRE

Panel Sample Selection Model for Binary Outcome
probitRE_PLNRE

Poisson Lognormal Model with Random Effects and Sample Selection