Apply Gaussian Process in Functional data analysis


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Documentation for package ‘GPFDA’ version 2.2

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GPFDA-package Gaussian Process in Functional Data Analysis
betaPar Create an fdPar object
co2 co2 data set for real example.
cov.linear Covariance function. Linear covariance function.
cov.pow.ex Covariance function. Powered exponential covariance function.
cov.rat.qu Covariance function. Rational quadratic covariance function.
D2 Second derivative of the likelihood
GPFDA Gaussian Process in Functional Data Analysis
gpfr Gaussian Process in functional data.
gpfrpred Prediction of the Gaussian Process using functional regression
gppredict Prediction of the Gaussian Process
gpr Gaussian Process regression for single curve
mat2fd Create an fd object from a matrix
plot.gpfr Plot Gaussian Process regression with functional mean for either training or predicting
plot.gpr Plot Gaussian Process training or predicting
xixj Linear kernel function component.
xixj_sta Stationary kernel function component.