Package: gplsim 1.0.0
gplsim: Spline Estimation for GPLSIM
We provides functions that employ splines to estimate generalized partially linear single index models (GPLSIM), which extend the generalized linear models to include nonlinear effect for some predictors. Please see Y. (2017) at <doi:10.1007/s11222-016-9639-0> and Y., and R. (2002) at <doi:10.1198/016214502388618861> for more details.
Authors:
gplsim_1.0.0.tar.gz
gplsim_1.0.0.zip(r-4.5)gplsim_1.0.0.zip(r-4.4)gplsim_1.0.0.zip(r-4.3)
gplsim_1.0.0.tgz(r-4.4-any)gplsim_1.0.0.tgz(r-4.3-any)
gplsim_1.0.0.tar.gz(r-4.5-noble)gplsim_1.0.0.tar.gz(r-4.4-noble)
gplsim_1.0.0.tgz(r-4.4-emscripten)gplsim_1.0.0.tgz(r-4.3-emscripten)
gplsim.pdf |gplsim.html✨
gplsim/json (API)
NEWS
| # Install 'gplsim' in R: |
| install.packages('gplsim', repos = c('https://zzz1990771.r-universe.dev', 'https://cloud.r-project.org')) |
- air - Dataset from an environmental study.
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:52187acce8. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 31 2024 |
| R-4.5-win | OK | Oct 31 2024 |
| R-4.5-linux | OK | Oct 31 2024 |
| R-4.4-win | OK | Oct 31 2024 |
| R-4.4-mac | OK | Oct 31 2024 |
| R-4.3-win | OK | Oct 31 2024 |
| R-4.3-mac | OK | Oct 31 2024 |
Exports:add_sim_boundgenerate_datagplsimplot_sismooth.construct.tr.smooth.spec
Dependencies:latticeMatrixmgcvminpack.lmnlme
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| function dedicated to add simulation standard error bound, in development draw the bound to current plot | add_sim_bound |
| dataset from an environmental study. | air |
| Data generation function for simulation and demonstration A sine-bump setting has been employed. | generate_data |
| Function to fit generalized partially linear single-index models via penalized splines | gplsim gplsim.default gplsim.formula |
| Function that plot fitted curve for the unknown univariate function for single index term | plot_si |
| prediction method function for the tr smooth class | Predict.matrix.tr.smooth |
| Print Summary function of gplsim object | print.summary.gplsim |
| An internal function to optimization and fitting. Don't use it solely. | si |
| supporting function to make tr smooth | smooth.construct.tr.smooth.spec |
| Summary function of gplsim object | summary.gplsim |
