Maximum Likelihood Estimates of Gaussian Processes


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Documentation for package ‘mlegp’ version 3.1.9

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mlegp-package mlegp package
anyReps Gaussian Process Nugget Related Functions
calcPredictionError Gaussian Process Predictions
estimateNugget Gaussian Process Nugget Related Functions
fitGPfromR mlegp: maximum likelihood estimation of Gaussian process parameters
is.gp Gaussian Process and Gaussian Process Lists
is.gp.list Gaussian Process and Gaussian Process Lists
mlegp mlegp: maximum likelihood estimation of Gaussian process parameters
mlegp2 mlegp: maximum likelihood estimation of Gaussian process parameters
nugget Gaussian Process Nugget Related Functions
plot.gp Diagnostic Plots for Gaussian processes
plot.gp.list Diagnostics Plots for Gaussian Process Lists
plotObservedEffects Plot Observed Values Vs. Each Dimension of the Design Matrix
plotObservedEffects.gp Plot Observed Values Vs. Each Dimension of the Design Matrix
plotObservedEffectsDefault Plot Observed Values Vs. Each Dimension of the Design Matrix
predict.gp Gaussian Process Predictions
predict.gp.list Gaussian Process Predictions
predictMu Gaussian Process Predictions
predictNewZ Gaussian Process Predictions
print.gp Gaussian Process Summary Information
print.gp.list Gaussian Process List Summary Information
summary.gp Gaussian Process Summary Information
summary.gp.list Gaussian Process List Summary Information
uniqueSummary Summary of outputs for each unique input
varPerReps Gaussian Process Nugget Related Functions