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hmer  

History Matching and Emulation Package
View on CRAN: Click here


Download and install hmer package within the R console
Install from CRAN:
install.packages("hmer")

Install from Github:
library("remotes")
install_github("cran/hmer")

Install by package version:
library("remotes")
install_version("hmer", "1.6.0")



Attach the package and use:
library("hmer")
Maintained by
Andrew Iskauskas
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-04-14
Latest Update: 2023-08-30
Description:
A set of objects and functions for Bayes Linear emulation and history matching. Core functionality includes automated training of emulators to data, diagnostic functions to ensure suitability, and a variety of proposal methods for generating 'waves' of points. For details on the mathematical background, there are many papers available on the topic (see references attached to function help files); for details of the functions in this package, consult the manual or help files.
How to cite:
Andrew Iskauskas (2022). hmer: History Matching and Emulation Package. R package version 1.6.0, https://cran.r-project.org/web/packages/hmer. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.0 (2022-04-14 11:12), 1.0.1 (2022-05-17 16:50), 1.2.0 (2022-11-08 13:10), 1.4.0 (2023-03-29 21:50), 1.5.0 (2023-05-31 12:20), 1.5.6 (2023-08-30 19:10), 1.5.9 (2024-05-15 16:00)
Other packages that cited hmer R package
View hmer citation profile
Other R packages that hmer depends, imports, suggests or enhances
Complete documentation for hmer
Functions, R codes and Examples using the hmer R package
Some associated functions: BirthDeath . Correlator . Emulator . HierarchicalEmulator . Proto_emulator . SIREmulators . SIRImplausibility . SIRMultiWaveData . SIRMultiWaveEmulators . SIRSample . SIR_stochastic . analyze_diagnostic . behaviour_plot . bimodal_emulator_from_data . classification_diag . collect_emulators . comparison_diag . diagnostic_pass . diagnostic_wrap . directional_deriv . directional_proposal . effect_strength . emulator_from_data . emulator_plot . exp_sq . full_wave . gamma_exp . generate_new_design . generate_new_runs . get_diagnostic . hit_by_wave . idemc . individual_errors . matern . nth_implausible . orn_uhl . output_plot . plot_actives . plot_lattice . plot_wrap . problem_data . rat_quad . residual_diag . simulator_plot . space_removal . space_removed . standard_errors . subset_emulators . summary_diag . validation_diagnostics . validation_pairs . variance_emulator_from_data . wave_dependencies . wave_points . wave_values . 
Some associated R codes: CorrelatorDocumentation.R . Emulator.R . EmulatorDocumentation.R . HierarchicalEmulatorDocumentation.R . ProtoEmulatorDocumentation.R . Proto_emulator.R . VarianceEmulator.R . correlations.R . covariancehelpers.R . data.R . derivative_functions.R . diagnosticplots.R . diagnostics.R . fullwave.R . genpoints.R . idemc.R . implausibility.R . modelbuilding.R . multiwaveplot.R . plotting.R . utils.R .  Full hmer package functions and examples
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