Maximum Likelihood Estimates of Gaussian Processes
creates a Gaussian process object
Gaussian Process Plotting Functions
Gaussian process cross-validation
Gaussian Process Lists
Gaussian Process and Gaussian Process Lists
Internal Functions for Gaussian Processes
mlegp naming functions
mlegp package
Singular Value Decomposition functions for mlegp
mlegp: maximum likelihood estimation of Gaussian process parameters
Gaussian Process Nugget Related Functions
Parameter Lookup Functions
Diagnostics Plots for Gaussian Process Lists
Diagnostic Plots for Gaussian processes
Plot Observed Values Vs. Each Dimension of the Design Matrix
Gaussian Process Predictions
Gaussian Process List Summary Information
Gaussian Process Summary Information
Gaussian Process List Summary Information
Gaussian Process Summary Information
Summary of outputs for each unique input
Maximum likelihood Gaussian process modeling for univariate and multi-dimensional outputs with diagnostic plots following Santner et al (2003) <doi:10.1007/978-1-4757-3799-8>. Contact the maintainer for a package version that includes sensitivity analysis.