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ezECM

Install ezECM from RStudio using remotes::install_github("lanl/ezECM").

O# O4721

© 2024. Triad National Security, LLC. All rights reserved.

This program was produced under U.S. Government contract 89233218CNA000001 for Los Alamos National Laboratory (LANL), which is operated by Triad National Security, LLC for the U.S. Department of Energy/National Nuclear Security Administration. All rights in the program are reserved by Triad National Security, LLC, and the U.S. Department of Energy/National Nuclear Security Administration. The Government is granted for itself and others acting on its behalf a nonexclusive, paid-up, irrevocable worldwide license in this material to reproduce, prepare. derivative works, distribute copies to the public, perform publicly and display publicly, and to permit others to do so.

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Install

install.packages('ezECM')

Monthly Downloads

159

Version

1.0.0

License

GPL (>= 3)

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Maintainer

Scott Koermer

Last Published

October 17th, 2024

Functions in ezECM (1.0.0)

cECM_decision

Decision Function for the C-ECM Model
predict.BayesECM

New Event Categorization With Bayesian Inference
export_ecm

Saving and loading fitted ECM models
cECM

Multiple Discriminant Analysis
pval_gen

Simulate p-values from earthquakes and explosions
plot.cECM

Plot the data and output of cECM() categorization
BayesECM

Bayesian Event Matrix Categorization
import_pvals

Import p-values
becm_decision

B-ECM performance metrics
P_wave_gen

Generation of noisy p-wave arrival times
time_fn

P-wave arrival times simulation
summary.BayesECMpred

Summary of Unlabeled Event Categorization