PanelCount (version 2.0.1)

Random Effects and/or Sample Selection Models for Panel Count Data

Description

A high performance package implementing random effects and/or sample selection models for panel count data. The details of the models are discussed in Peng and Van den Bulte (2023) .

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Version

Install

install.packages('PanelCount')

Monthly Downloads

168

Version

2.0.1

License

MIT + file LICENSE

Maintainer

Jing Peng

Last Published

August 21st, 2023

Functions in PanelCount (2.0.1)

ProbitRE_PLNRE

Poisson Lognormal Model with Random Effects and Sample Selection

predict_ProbitRE_PLNRE

Predictions of ProbitRE_PLNRE model on new sample

ProbitRE

A Probit Model with Random Effects

predict_ProbitRE_PoissonRE

Predictions of ProbitRE_PoissonRE model on new sample

PoissonRE

A Poisson Model with Random Effects

ProbitRE_PoissonRE

Poisson RE model with Sample Selection

PLN_RE

A Poisson Lognormal Model with Random Effects

PanelCount

Panel Count Models with Random Effects and/or Sample Selection

sim

Simulated dataset with self-selection at both individual and individual-time level