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. |