1. Spatial Data | Illustration | Model fitting | Known Covariance Parameters | Unknown Covariance Parameters | Prediction of mean function | Performance comparison | Prediction of spatial response | Misspecification in covariance model | 2. Autoregressive Time Series Data | Known AR process Parameters | Unknown AR process Parameters | Misspecification in AR process order | Parallelization
This package is hidden from search results because it is not hosted in the universe of the upstream owner
cran. To fix this you can add URL: https://cran.r-universe.dev/RandomForestsGLS to the package DESCRIPTION file. See also theR-universe documentation.Package: RandomForestsGLS 0.1.5
Arkajyoti Saha
RandomForestsGLS: Random Forests for Dependent Data
Fits non-linear regression models on dependant data with Generalised Least Square (GLS) based Random Forest (RF-GLS) detailed in Saha, Basu and Datta (2021) <doi:10.1080/01621459.2021.1950003>.
Authors:
RandomForestsGLS_0.1.5.tar.gz
RandomForestsGLS_0.1.5.zip(r-4.7-x86_64)RandomForestsGLS_0.1.5.zip(r-4.7-arm64)RandomForestsGLS_0.1.5.zip(r-4.6-x86_64)RandomForestsGLS_0.1.5.zip(r-4.6-arm64)
RandomForestsGLS_0.1.5.tar.gz(r-4.7-arm64)RandomForestsGLS_0.1.5.tar.gz(r-4.7-x86_64)RandomForestsGLS_0.1.5.tar.gz(r-4.6-arm64)RandomForestsGLS_0.1.5.tar.gz(r-4.6-x86_64)
RandomForestsGLS_0.1.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
RandomForestsGLS/json (API)
| # Install 'RandomForestsGLS' in R: |
| install.packages('RandomForestsGLS', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/arkajyotisaha/randomforestsgls/issues
Uses libs:
Last updated from:f6250910b5. Checks:8 WARNING, 2 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | WARNING | 153 | ||
| linux-devel-x86_64 | WARNING | 117 | ||
| source / vignettes | OK | 232 | ||
| linux-release-arm64 | WARNING | 151 | ||
| linux-release-x86_64 | WARNING | 122 | ||
| windows-devel-arm64 | WARNING | 216 | ||
| windows-devel-x86_64 | WARNING | 118 | ||
| windows-release-arm64 | WARNING | 191 | ||
| windows-release-x86_64 | WARNING | 74 | ||
| wasm-release | OK | 114 |
Exports:RFGLS_estimate_spatialRFGLS_estimate_timeseriesRFGLS_predictRFGLS_predict_spatial
Dependencies:BRISCmatrixStatspbapplyrandomForestRANNRcppRcppArmadillordist
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Function for estimation in spatial data with RF-GLS | RFGLS_estimate_spatial |
| Function for estimation in time-series data with RF-GLS | RFGLS_estimate_timeseries |
| Prediction of mean function with RF-GLS | RFGLS_predict |
| Spatial response prediction at new location with RF-GLS | RFGLS_predict_spatial |