mlegp v3.1.8
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Maximum Likelihood Estimates of Gaussian Processes
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.
Functions in mlegp
Name | Description | |
CV | Gaussian process cross-validation | |
is.gp | Gaussian Process and Gaussian Process Lists | |
mlegp-internal | Internal Functions for Gaussian Processes | |
summary.gp | Gaussian Process Summary Information | |
createGP | creates a Gaussian process object | |
mlegp-naming-functions | mlegp naming functions | |
mlegp-package | mlegp package | |
plot.gp | Diagnostic Plots for Gaussian processes | |
createWindow | Gaussian Process Plotting Functions | |
summary.gp.list | Gaussian Process List Summary Information | |
gp.list | Gaussian Process Lists | |
print.gp | Gaussian Process Summary Information | |
plot.gp.list | Diagnostics Plots for Gaussian Process Lists | |
mlegp-svd-functions | Singular Value Decomposition functions for mlegp | |
plotObservedEffects | Plot Observed Values Vs. Each Dimension of the Design Matrix | |
mlegp | mlegp: maximum likelihood estimation of Gaussian process parameters | |
predict.gp | Gaussian Process Predictions | |
mlegp-nugget-related | Gaussian Process Nugget Related Functions | |
uniqueSummary | Summary of outputs for each unique input | |
mlegp-parameter-lookup | Parameter Lookup Functions | |
print.gp.list | Gaussian Process List Summary Information | |
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Vignettes of mlegp
Name | ||
mlegp.Rnw | ||
No Results! |
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Details
Type | Package |
Date | 2020-09-22 |
License | GPL (>= 2) |
URL | |
Repository | CRAN |
Date/Publication | 2020-09-25 16:30:02 UTC |
Packaged | 2020-09-25 15:16:28 UTC; dancikg |
NeedsCompilation | yes |
suggests | snowfall |
Contributors | Garrett Dancik |
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