Gaussian Process Models for Scalar and Functional Inputs

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Documentation for package ‘funGp’ version 0.1.0

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funGp-package Gaussian Process Models for Scalar and Functional Inputs
antsLog-class S4 class for log of models explored by ant colony in funGp
black-boxes Analytic black-boxes for the exploration of the funGp package
decay Decay functions for ant colony optimization in funGp
decay2probs Probability functions for ant colony optimization in funGp
factoryCall-class S4 class for fgpm_factory function calls
fgpKern-class S4 class for structures linked to the kernel of a funGp model
fgpm Gaussian process models for scalar and functional inputs
fgpm-class S4 class for funGp Gaussian process models
fgpm_factory Structural optimization of Gaussian process models
fgpProj-class S4 class for structures linked to projections in a funGp model
format4pred Preparation of inputs for predictions based on an fgpm modelCall
modelCall-class S4 class for calls to the fgpm function in funGp
plotEvol Plot for the evolution of model selection algorithm in funGp
plotEvol-generic Plot for the evolution of model selection algorithm
plotEvol-method Plot for the evolution of model selection algorithm in funGp
plotLOO Leave-one-out calibration plot for a funGp model
plotLOO-generic Leave-one-out calibration plot for regression models
plotLOO-method Leave-one-out calibration plot for a funGp model
plotPreds Plot for predictions of a funGp model
plotPreds-generic Plot for predictions of regression models
plotPreds-method Plot for predictions of a funGp model
plotSims Plot for simulations from a funGp model
plotSims-generic Plot for simulations of random processes
plotSims-method Plot for simulations from a funGp model
plotX Diagnostic plots for funGp factory output
plotX-generic Diagnostic plot for quality-enhanced models
plotX-method Diagnostic plots for funGp factory output
predict Prediction from a funGp Gaussian process model
predict-method Prediction from a funGp Gaussian process model
show Printing methods for the funGp package
show-method Printing methods for the funGp package
simulate Random sampling from a funGp Gaussian process model
simulate-method Random sampling from a funGp Gaussian process model
update Easy update of funGp funGp Gaussian process models
update-method Easy update of funGp funGp Gaussian process models
Xfgpm-class S4 class for funGp model selection data structures