Package: ezECM 1.0.0
ezECM: Event Categorization Matrix Classification for Nuclear Detonations
Implementation of an Event Categorization Matrix (ECM) detonation detection model and a Bayesian variant. Functions are provided for importing and exporting data, fitting models, and applying decision criteria for categorizing new events. This package implements methods described in the paper "Bayesian Event Categorization Matrix Approach for Nuclear Detonations" Koermer, Carmichael, and Williams (2024) available on arXiv at <doi:10.48550/arXiv.2409.18227>.
Authors:
ezECM_1.0.0.tar.gz
ezECM_1.0.0.zip(r-4.5)ezECM_1.0.0.zip(r-4.4)ezECM_1.0.0.zip(r-4.3)
ezECM_1.0.0.tgz(r-4.4-any)ezECM_1.0.0.tgz(r-4.3-any)
ezECM_1.0.0.tar.gz(r-4.5-noble)ezECM_1.0.0.tar.gz(r-4.4-noble)
ezECM_1.0.0.tgz(r-4.4-emscripten)ezECM_1.0.0.tgz(r-4.3-emscripten)
ezECM.pdf |ezECM.html✨
ezECM/json (API)
NEWS
# Install 'ezECM' in R: |
install.packages('ezECM', repos = c('https://lanl.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/lanl/ezecm/issues
Last updated 1 months agofrom:63fdc8a815. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 17 2024 |
R-4.5-win | OK | Nov 17 2024 |
R-4.5-linux | OK | Nov 17 2024 |
R-4.4-win | OK | Nov 17 2024 |
R-4.4-mac | OK | Nov 17 2024 |
R-4.3-win | OK | Nov 17 2024 |
R-4.3-mac | OK | Nov 17 2024 |
Exports:BayesECMbecm_decisioncECMcECM_decisionexport_ecmimport_ecmimport_pvalsP_wave_genpval_gentime_fn
Dependencies:base64encBHbitbit64bslibcachemclassclassIntclicliprcodacombinatcommonmarkcpp11crayondigestdplyre1071ellipsefansifastmapfontawesomeforcatsfsgenericsgluehavenhighrhmshtmltoolshttpuvjquerylibjsonliteKernSmoothklaRlabelledlaterlatticelhslifecyclemagrittrMASSMatrixMatrixModelsmcmcMCMCpackmemoisemimeminiUImvnfastpillarpkgconfigprettyunitsprogresspromisesproxypurrrquantregquestionrR.cacheR.methodsS3R.ooR.utilsR6rappdirsrbibutilsRcppRcppArmadilloRdpackreadrrlangrprojrootrstudioapisassshinysourcetoolsSparseMstringistringrstylersurvivaltibbletidyrtidyselecttzdbutf8vctrsvroomwithrxfunxtable
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Bayesian Event Matrix Categorization | BayesECM |
B-ECM performance metrics | becm_decision |
Multiple Discriminant Analysis | cECM |
Decision Function for the C-ECM Model | cECM_decision |
Saving and loading fitted ECM models | export_ecm import_ecm |
Import p-values | import_pvals |
Generation of noisy p-wave arrival times | P_wave_gen |
Plot the data and output of 'cECM()' categorization | plot.cECM |
New Event Categorization With Bayesian Inference | predict.BayesECM |
Simulate p-values from earthquakes and explosions | pval_gen |
Summary of Unlabeled Event Categorization | summary.BayesECMpred |
P-wave arrival times simulation | time_fn |