1. Introduction | 2. Models | 2.1. probitRE_linearRE | 2.2. probitRE_probitRE | 2.3. probitRE_PoissonRE (imported from PanelCount) | 2.4. probitRE_PLNRE (imported from PanelCount) | 3. Examples | 4. Notes | Citations
Package: PanelSelect 1.0.1
PanelSelect: Panel Sample Selection Models
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) <doi:10.2139/ssrn.5475626> and Peng and Van den Bulte (2024) <doi:10.1287/mnsc.2019.01897>.
Authors:
PanelSelect_1.0.1.tar.gz
PanelSelect_1.0.1.zip(r-4.7-x86_64)PanelSelect_1.0.1.zip(r-4.7-arm64)PanelSelect_1.0.1.zip(r-4.6-x86_64)PanelSelect_1.0.1.zip(r-4.6-arm64)PanelSelect_1.0.1.zip(r-4.5-x86_64)
PanelSelect_1.0.1.tgz(r-4.6-x86_64)PanelSelect_1.0.1.tgz(r-4.6-arm64)PanelSelect_1.0.1.tgz(r-4.5-x86_64)PanelSelect_1.0.1.tgz(r-4.5-arm64)
PanelSelect_1.0.1.tar.gz(r-4.7-arm64)PanelSelect_1.0.1.tar.gz(r-4.7-x86_64)PanelSelect_1.0.1.tar.gz(r-4.6-arm64)PanelSelect_1.0.1.tar.gz(r-4.6-x86_64)
PanelSelect_1.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
PanelSelect/json (API)
| # Install 'PanelSelect' in R: |
| install.packages('PanelSelect', repos = c('https://jnpeng.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:18c315e70d. Checks:15 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 137 | ||
| linux-devel-x86_64 | OK | 126 | ||
| source / vignettes | OK | 217 | ||
| linux-release-arm64 | OK | 135 | ||
| linux-release-x86_64 | OK | 138 | ||
| macos-release-arm64 | OK | 115 | ||
| macos-release-x86_64 | OK | 192 | ||
| macos-oldrel-arm64 | OK | 111 | ||
| macos-oldrel-x86_64 | OK | 183 | ||
| windows-devel-arm64 | OK | 203 | ||
| windows-devel-x86_64 | OK | 189 | ||
| windows-release-arm64 | OK | 223 | ||
| windows-release-x86_64 | OK | 115 | ||
| windows-oldrel-x86_64 | OK | 123 | ||
| wasm-release | OK | 124 |
Exports:predict_probitRE_linearREpredict_probitRE_probitREprobitRE_linearREprobitRE_PLNREprobitRE_PoissonREprobitRE_probitRE
Dependencies:data.tabledigestgenericslatticeMASSmaxLikmiscToolsPanelCountpbivnormpbvRcppRcppArmadillosandwichstatmodzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Sample Selection Models for Panel Data | PanelSelect |
| Prediction Function for probitRE_linearRE Models | predict_probitRE_linearRE |
| Prediction Function for probitRE_probitRE Models | predict_probitRE_probitRE |
| Panel Sample Selection Model for Continuous Outcome | probitRE_linearRE |
| Poisson Lognormal Model with Random Effects and Sample Selection | probitRE_PLNRE |
| Poisson RE model with Sample Selection | probitRE_PoissonRE |
| Panel Sample Selection Model for Binary Outcome | probitRE_probitRE |