Package: GPP 0.1
GPP: Gaussian Process Projection
Estimates a counterfactual using Gaussian process projection. It takes a dataframe, creates missingness in the desired outcome variable and estimates counterfactual values based on all information in the dataframe. The package writes Stan code, checks it for convergence and adds artificial noise to prevent overfitting and returns a plot of actual values and estimated counterfactual values using r-base plot.
Authors:
GPP_0.1.tar.gz
GPP_0.1.zip(r-4.5)GPP_0.1.zip(r-4.4)GPP_0.1.zip(r-4.3)
GPP_0.1.tgz(r-4.4-any)GPP_0.1.tgz(r-4.3-any)
GPP_0.1.tar.gz(r-4.5-noble)GPP_0.1.tar.gz(r-4.4-noble)
GPP_0.1.tgz(r-4.4-emscripten)GPP_0.1.tgz(r-4.3-emscripten)
GPP.pdf |GPP.html✨
GPP/json (API)
| # Install 'GPP' in R: |
| install.packages('GPP', repos = c('https://aitask.r-universe.dev', 'https://cloud.r-project.org')) |
- GDPdata - 1960-2003 GDP dataset
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 4 years agofrom:f21ba02079. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 18 2024 |
| R-4.5-win | OK | Sep 18 2024 |
| R-4.5-linux | OK | Sep 18 2024 |
| R-4.4-win | OK | Sep 18 2024 |
| R-4.4-mac | OK | Sep 18 2024 |
| R-4.3-win | OK | Sep 18 2024 |
| R-4.3-mac | OK | Sep 18 2024 |
Exports:autoConvergeGPPplotGPPfitrunModwriteMod
Dependencies:abindbackportsBHcallrcheckmateclicolorspacedescdistributionalfansifarvergenericsggplot2gluegridExtragtableinlineisobandlabelinglatticelifecycleloomagrittrMASSMatrixmatrixStatsmgcvmunsellnlmenumDerivpillarpkgbuildpkgconfigposteriorprocessxpsQuickJSRR6RColorBrewerRcppRcppEigenRcppParallelrlangrstanscalesStanHeaderstensorAtibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Checks Stan model for convergence, then runs model on actual data. | autoConverge autoConverge,ANY-method |
| 1960-2003 GDP dataset | GDPdata |
| Estimates a counterfactual with uncertainty using Gaussian process projection | GPP GPP,ANY-method |
| Plots results of a (converged) model, with true and projected values. | plotGPPfit plotGPPfit,ANY-method |
| Runs the model, given the data and treated case (may be a placebo). | runMod runMod,ANY-method |
| Writes Stan code for GPP model | writeMod writeMod,ANY-method |
