Package: locpol 0.8.0
Jorge Luis Ojeda Cabrera
locpol: Kernel Local Polynomial Regression
Computes local polynomial estimators for the regression and also density. It comprises several different utilities to handle kernel estimators.
Authors:
locpol_0.8.0.tar.gz
locpol_0.8.0.tar.gz(r-4.5-noble)locpol_0.8.0.tar.gz(r-4.4-noble)
locpol_0.8.0.tgz(r-4.4-emscripten)locpol_0.8.0.tgz(r-4.3-emscripten)
locpol.pdf |locpol.html✨
locpol/json (API)
| # Install 'locpol' in R: |
| install.packages('locpol', repos = c('https://cran.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 2 years agofrom:3da83cceb2. Checks:OK: 1 NOTE: 1. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 06 2024 |
| R-4.5-linux-x86_64 | NOTE | Dec 06 2024 |
Exports:adjNuKbivDensbivRegbiweigKcompDerEstcomputeK4computeMucomputeMu0computeRKconfIntervalCosKcteNuKdenCVBwSelCdomEpaKepaK2dequivKernelgauK2dgaussKgaussKlfK4KconvollocCteSmootherClocCteWeightsClocCuadSmootherClocLinSmootherClocLinWeightsClocpollocPolSmootherClocPolWeightslocWeightsEvallocWeightsEvalClooLocPolSmootherCmu0Kmu2KplotBivNpEstOptspluginBwPRDenEstCQuartKRdKregCVBwSelCRKselKernelsimpleSmootherCsimpleSqSmootherCSqKthumbBwTrianKtricubKtricubKlfTriweigK
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bivariate Local estimation. | bivDens bivReg epaK2d gauK2d mayBeBwSel plot.bivNpEst plotBivNpEstOpts predict.bivNpEst |
| Compute kernel values. | Compute kernel values computeK4 computeMu computeMu0 computeRK Kconvol |
| CV bandwidth selector for density | denCVBwSelC |
| Equivalent Kernel. | equivKernel |
| Kernel characteristics | dom K4 Kernel characteristics mu0K mu2K RdK RK |
| Kernel Constants used in Bandwidth Selection. | adjNuK cteNuK |
| Kernels. | biweigK CosK Epa2K EpaK gaussK gaussKlf Kernels QuartK SqK TrianK tricubK tricubKlf TriweigK |
| Local Polynomial Weights | locCteWeightsC locLinWeightsC locPolWeights locWeightsEval locWeightsEvalC |
| Local Polynomial estimation. | confInterval fitted.locpol locpol plot.locpol print.locpol residuals.locpol summary.locpol |
| Local Polynomial estimation. | locCteSmootherC locCuadSmootherC locLinSmootherC locPolSmootherC looLocPolSmootherC |
| Plugin Bandwidth selector. | pluginBw |
| Parzen-Rosenblatt denstiy estimator. | PRDenEstC |
| Cross Validation Bandwidth selector. | regCVBwSelC |
| Kernel selection. | selKernel |
| Simple smoother | simpleSmootherC simpleSqSmootherC |
| Rule of thumb for bandwidth selection. | compDerEst thumbBw |