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FunctionalCalibration (version 1.0.0)

Aggregated Functional Data Calibration using Splines and Wavelets

Description

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) and Saraiva and Dias (2009) .

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Install

install.packages('FunctionalCalibration')

Monthly Downloads

116

Version

1.0.0

License

GPL-3

Issues

0

Pull Requests

0

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Maintainer

Vitor Perrone

Last Published

June 19th, 2025

Functions in FunctionalCalibration (1.0.0)

weight_estimation

Weight Estimation
Bayesian_Shrinkage

Bayesian Shrinkage
Logistic_Density

Logistic Density
functional_calibration_splines

Functional Data Calibration with Splines
functional_calibration_wavelets

Functional Data Calibration with Wavelets
plot_aggregated_curve

Aggregated Curve Plot
simulated_data

Simulated Data