Package: hmer 1.6.0

Andrew Iskauskas

hmer: History Matching and Emulation Package

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 or the below references); for details of the functions in this package, consult the manual or help files. Iskauskas, A, et al. (2024) <doi:10.18637/jss.v109.i10>. Bower, R.G., Goldstein, M., and Vernon, I. (2010) <doi:10.1214/10-BA524>. Craig, P.S., Goldstein, M., Seheult, A.H., and Smith, J.A. (1997) <doi:10.1007/978-1-4612-2290-3_2>.

Authors:Andrew Iskauskas [aut, cre], TJ McKinley [aut]

hmer_1.6.0.tar.gz
hmer_1.6.0.zip(r-4.5)hmer_1.6.0.zip(r-4.4)hmer_1.6.0.zip(r-4.3)
hmer_1.6.0.tgz(r-4.4-any)hmer_1.6.0.tgz(r-4.3-any)
hmer_1.6.0.tar.gz(r-4.5-noble)hmer_1.6.0.tar.gz(r-4.4-noble)
hmer_1.6.0.tgz(r-4.4-emscripten)hmer_1.6.0.tgz(r-4.3-emscripten)
hmer.pdf |hmer.html✨
hmer/json (API)
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Bug tracker:https://github.com/andy-iskauskas/hmer/issues

On CRAN:

50 exports 16 stars 2.53 score 68 dependencies 34 scripts 885 downloads

Last updated 8 days agofrom:cd346e06c6. Checks:OK: 7. Indexed: yes.

Exports:analyze_diagnosticbehaviour_plotbimodal_emulator_from_dataclassification_diagcollect_emulatorscomparison_diagCorrelatordiagnostic_passdiagnostic_wrapdirectional_derivdirectional_proposaleffect_strengthEmulatoremulator_from_dataemulator_plotexp_sqexport_emulator_to_jsonfull_wavegamma_expgenerate_new_designgenerate_new_runsget_diagnosticHierarchicalEmulatorhit_by_waveidemcimport_emulator_from_jsonindividual_errorsmaternmaximin_samplenth_implausibleorn_uhloutput_plotplot_activesplot_latticeplot_wrapProto_emulatorrat_quadresidual_diagsimulator_plotspace_removalspace_removedstandard_errorssubset_emulatorssummary_diagvalidation_diagnosticsvalidation_pairsvariance_emulator_from_datawave_dependencieswave_pointswave_values

Dependencies:backportsbeeswarmbitbit64broombroom.helperscardsclicliprclustercolorspacecpp11crayondplyrfansifarverforcatsgenericsGGallyggbeeswarmggplot2ggstatsgluegridExtragtablehavenhmsisobandjsonlitelabelinglabelledlatticelhslifecyclemagrittrMASSMatrixmgcvmunsellmvtnormnlmepatchworkpdistpillarpkgconfigplyrprettyunitsprogresspurrrR6RColorBrewerRcppreadrrlangscalesstringistringrtibbletidyrtidyselecttzdbutf8vctrsviporviridisviridisLitevroomwithr