Automatic Groove Identification via Bayesian Changepoint Detection


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Documentation for package ‘bulletcp’ version 1.0.0

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detect_cp Impute data and estimate groove locations.
get_grooves_bcp Conforming get_grooves_"name" function.
imputeGP Impute missing data.
mlgp Impute missing data.
raw_data Example of an average of 2D crosscuts from the Hamby 44 data set.
robust_loess_fit Fit a robust loess regression
runmcmc_cp0 Estimate a posterior distribution of data conditional on zero changepoints.
runmcmc_cp1 Estimate a posterior distribution of data conditional that there is one groove.
runmcmc_cp1_left Estimate a posterior distribution of data conditional on a left groove and no right groove.
runmcmc_cp1_right Estimate a posterior distribution of data conditional on a left groove and no right groove.
runmcmc_cp2 Estimate a posterior distribution of data conditional that there are two grooves.
runmcmc_cpall Estimate posterior distributions for the 0, 1, or 2 changepoint case.