Package: FunctionalCalibration 2.0.0
FunctionalCalibration: Aggregated Functional Data Calibration using Splines and Wavelets
Implements methods for calibrating an aggregated functional data model using wavelets or splines. Each aggregated curve is modeled as a linear combination of component functions and known weights. The component functions are estimated using wavelets or splines. The package is based on dos Santos Sousa (2024) <doi:10.1515/mcma-2023-2016>, Saraiva and Dias (2009) <doi:10.47749/T/UNICAMP.2009.471073> and Johnstone and Silverman (1997) <doi:10.1111/1467-9868.00071>.
Authors:
FunctionalCalibration_2.0.0.tar.gz
FunctionalCalibration_2.0.0.zip(r-4.7-any)FunctionalCalibration_2.0.0.zip(r-4.6-any)FunctionalCalibration_2.0.0.zip(r-4.5-any)
FunctionalCalibration_2.0.0.tgz(r-4.6-any)FunctionalCalibration_2.0.0.tgz(r-4.5-any)
FunctionalCalibration_2.0.0.tar.gz(r-4.7-any)FunctionalCalibration_2.0.0.tar.gz(r-4.6-any)
FunctionalCalibration_2.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
FunctionalCalibration/json (API)
| # Install 'FunctionalCalibration' in R: |
| install.packages('FunctionalCalibration', repos = c('https://vitorribasp.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/vitorribasp/functionalcalibration/issues
- simulated_data - Simulated Data
- simulated_data_cor - Simulated Data Correlated
- simulated_data_spl - Simulated Data Splines
- simulated_data_wav - Simulated Data Wavelets
Last updated from:be6c84487c. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 133 | ||
| source / vignettes | OK | 150 | ||
| linux-release | OK | 78 | ||
| macos-release | OK | 119 | ||
| macos-oldrel | OK | 193 | ||
| windows-devel | OK | 57 | ||
| windows-release | OK | 54 | ||
| windows-oldrel | OK | 64 | ||
| wasm-release | OK | 72 |
Exports:functional_calibration_splinesfunctional_calibration_waveletsplot_aggregated_curveweight_estimation
Dependencies:MASSwavethresh
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Functional Data Calibration with Splines | functional_calibration_splines |
| Functional Data Calibration with Wavelets | functional_calibration_wavelets |
| Aggregated Curve Plot | plot_aggregated_curve |
| Simulated Data | simulated_data |
| Simulated Data Correlated | simulated_data_cor |
| Simulated Data Splines | simulated_data_spl |
| Simulated Data Wavelets | simulated_data_wav |
| Weight Estimation | weight_estimation |