Package: geoFKF 0.1.0
geoFKF: Kriging Method for Spatial Functional Data
A Kriging method for functional datasets with spatial dependency. This functional Kriging method avoids the need to estimate the trace-variogram, and the curve is estimated by minimizing a quadratic form. The curves in the functional dataset are smoothed using Fourier series. The functional Kriging of this package is a modification of the method proposed by Giraldo (2011) <doi:10.1007/s10651-010-0143-y>.
Authors:
geoFKF_0.1.0.tar.gz
geoFKF_0.1.0.zip(r-4.5)geoFKF_0.1.0.zip(r-4.4)geoFKF_0.1.0.zip(r-4.3)
geoFKF_0.1.0.tgz(r-4.4-x86_64)geoFKF_0.1.0.tgz(r-4.4-arm64)geoFKF_0.1.0.tgz(r-4.3-x86_64)geoFKF_0.1.0.tgz(r-4.3-arm64)
geoFKF_0.1.0.tar.gz(r-4.5-noble)geoFKF_0.1.0.tar.gz(r-4.4-noble)
geoFKF_0.1.0.tgz(r-4.4-emscripten)geoFKF_0.1.0.tgz(r-4.3-emscripten)
geoFKF.pdf |geoFKF.html✨
geoFKF/json (API)
# Install 'geoFKF' in R: |
install.packages('geoFKF', repos = c('https://gilberto-sassi.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/gilberto-sassi/geofkf/issues
- datasetCanada - Temperature datasets from Canada.
Last updated 4 years agofrom:764e567fe3. Checks:OK: 1 NOTE: 8. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 06 2024 |
R-4.5-win-x86_64 | NOTE | Nov 06 2024 |
R-4.5-linux-x86_64 | NOTE | Nov 06 2024 |
R-4.4-win-x86_64 | NOTE | Nov 06 2024 |
R-4.4-mac-x86_64 | NOTE | Nov 06 2024 |
R-4.4-mac-aarch64 | NOTE | Nov 06 2024 |
R-4.3-win-x86_64 | NOTE | Nov 06 2024 |
R-4.3-mac-x86_64 | NOTE | Nov 06 2024 |
R-4.3-mac-aarch64 | NOTE | Nov 06 2024 |
Exports:coef_fourierfourier_bgeo_fkflog_lik_rflogLikMultiNorm
Dependencies:numDerivRcppRcppArmadillo
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Computing coefficients Fourier. | coef_fourier |
Temperature datasets from Canada. | datasetCanada |
Smoothed curve in Fourier Series. | fourier_b |
Kriging method for Spatial Functional Data. | geo_fkf |
Maximum likelihood estimate for sigma^2, phi and rho. | log_lik_rf |
Log likelihood function for multivariate normal with spatial dependency. | logLikMultiNorm |