Package: SBC 0.3.0.9000
SBC: Simulation Based Calibration for rstan/cmdstanr models
SBC helps perform Simulation Based Calibration on Bayesian models. SBC lets you check for bugs in your model code and/or algorithm that fits the model. SBC focuses on models built with 'Stan' <https://mc-stan.org>, but can support other modelling languages as well.
Authors:
SBC_0.3.0.9000.tar.gz
SBC_0.3.0.9000.zip(r-4.6)SBC_0.3.0.9000.zip(r-4.5)SBC_0.3.0.9000.zip(r-4.4)
SBC_0.3.0.9000.tgz(r-4.5-any)SBC_0.3.0.9000.tgz(r-4.4-any)
SBC_0.3.0.9000.tar.gz(r-4.6-noble)SBC_0.3.0.9000.tar.gz(r-4.5-noble)
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|SBC.html✨
SBC/json (API)
# Install 'SBC' in R: |
install.packages('SBC', repos = c('https://community.r-multiverse.org', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/hyunjimoon/sbc/issues
Pkgdown site:https://hyunjimoon.github.io
diagnosticssimulation-based-inference
Last updated 1 years agofrom:9ddc803105 (on v0.3.0). Checks:1 ERROR, 7 WARNING, 2 OK. Indexed: no.
Target | Result | Total time |
---|---|---|
source / vignettes | ERROR | 2961 |
linux-devel | WARNING | 171 |
linux-release | WARNING | 164 |
macos-release-arm64 | WARNING | 94 |
macos-oldrel-arm64 | WARNING | 88 |
windows-devel | WARNING | 198 |
windows-release | WARNING | 256 |
windows-oldrel | WARNING | 174 |
wasm-release | OK | 175 |
wasm-oldrel | OK | 193 |
Exports:bind_datasetsbind_derived_quantitiesbind_generated_quantitiesbind_resultscalculate_prior_sdcalculate_ranks_draws_matrixcalculate_sds_draws_matrixcheck_all_SBC_diagnosticscjs_distcombine_all_variablescombine_array_elementscompute_dquantscompute_gen_quantscompute_resultscompute_SBCdata_for_ecdf_plotsdefault_chunk_sizedefault_cores_per_fitderived_quantitiesdraws_rvars_to_standatadraws_rvars_to_standata_singleempirical_coveragegenerate_datasetsgenerated_quantitiesget_diagnostic_messagesmax_diffplot_contractionplot_coverageplot_coverage_diffplot_ecdfplot_ecdf_diffplot_rank_histplot_sim_estimatedrank2unifrecompute_SBC_statisticsrecompute_statisticsSBC_backend_brmsSBC_backend_brms_from_generatorSBC_backend_cmdstan_sampleSBC_backend_cmdstan_variationalSBC_backend_default_thin_ranksSBC_backend_hash_for_cacheSBC_backend_iid_drawsSBC_backend_mockSBC_backend_mock_rngSBC_backend_rjagsSBC_backend_rstan_optimizingSBC_backend_rstan_sampleSBC_datasetsSBC_diagnostic_messagesSBC_example_backendSBC_example_generatorSBC_example_resultsSBC_fitSBC_fit_to_diagnosticsSBC_fit_to_draws_matrixSBC_generator_brmsSBC_generator_customSBC_generator_functionSBC_print_example_modelSBC_resultsSBC_statistics_from_single_fitset2setvalidate_derived_quantitiesvalidate_generated_quantitiesvalidate_SBC_datasetsvalidate_SBC_resultswasserstein
Dependencies:abindbackportscachemcheckmateclicodetoolscpp11digestdistributionaldplyrfansifarverfastmapfuturefuture.applygenericsggplot2globalsgluegtableisobandlabelinglatticelifecyclelistenvmagrittrMASSMatrixmatrixStatsmemoisemgcvnlmenumDerivparallellypillarpkgconfigposteriorpurrrR6RColorBrewerrlangscalesstringistringrtensorAtibbletidyrtidyselectutf8vctrsviridisLitewithr