breakpoint: An R Package for Multiple Break-Point Detection via the Cross-Entropy Method

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Implements the Cross-Entropy (CE) method, which is a model based stochastic optimization technique to estimate both the number and their corresponding locations of break-points in continuous and discrete measurements (Priyadarshana and Sofronov (2015), Priyadarshana and Sofronov (2012a), Priyadarshana and Sofronov (2012b)).

Author
Priyadarshana W.J.R.M. and Georgy Sofronov
Date of publication
2016-01-13 14:39:45
Maintainer
Priyadarshana W.J.R.M. <mjayawardana@swin.edu.au>
License
GPL (>= 2)
Version
1.2
URLs

View on CRAN

Man pages

breakpoint-package
Multiple Break-Point Detection via the Cross-Entropy Method
CE.NB
Multiple Break-point Detection via the CE Method with...
CE.NB.Init
Multiple Break-point Detection via the CE Method with...
CE.Normal.Init.Mean
Multiple break-point detection via the CE method for...
CE.Normal.Init.MeanVar
Multiple break-point detection via the CE method for...
CE.Normal.Mean
Multiple Break-point Detection via the CE Method for...
CE.Normal.MeanVar
Multiple break-point detection via the CE method for...
CE.ZINB
Multiple Break-point Detection via the CE Method with...
CE.ZINB.Init
Multiple Break-point Detection via the CE Method with...
ch1.GM03563
Fibroblast cell line (GM03563) data
profilePlot
Mean profile plot

Files in this package

breakpoint
breakpoint/NAMESPACE
breakpoint/NEWS
breakpoint/data
breakpoint/data/ch1.GM03563.rda
breakpoint/R
breakpoint/R/llhoodnb.R
breakpoint/R/ce.simNormalNB.BIC.Init.R
breakpoint/R/ce.4betaZINB.AIC.Init.R
breakpoint/R/AICnb.R
breakpoint/R/betaIntEst.R
breakpoint/R/ce.4betaZINB.BIC.R
breakpoint/R/ce.simnormal.Init.Mean.BIC.R
breakpoint/R/ce.sim4beta.Init.MeanVar.AIC.R
breakpoint/R/plott.R
breakpoint/R/ce.4betaNB.BIC.R
breakpoint/R/AIC.MeanVarNormal.R
breakpoint/R/loglik.MeanNormal.R
breakpoint/R/ce.simnormal.MeanVar.BIC.R
breakpoint/R/CE.Normal.MeanVar.R
breakpoint/R/llhood.MeanVarNormal.R
breakpoint/R/ce.sim4beta.MeanVar.AIC.R
breakpoint/R/CE.Normal.Mean.R
breakpoint/R/CE.NB.R
breakpoint/R/ce.sim4beta.Init.MeanVar.BIC.R
breakpoint/R/CE.NB.Init.R
breakpoint/R/profilePlot.R
breakpoint/R/CE.Normal.Init.Mean.R
breakpoint/R/BICnb.R
breakpoint/R/AIC.MeanNormal.R
breakpoint/R/ce.sim4beta.MeanBIC.R
breakpoint/R/llhood.MeanNormal.R
breakpoint/R/ce.4betaZINB.R
breakpoint/R/ce.simNormalZINB.AIC.Init.R
breakpoint/R/CE.ZINB.Init.R
breakpoint/R/fun.beta.R
breakpoint/R/ce.simNormalZINB.BIC.Init.R
breakpoint/R/ce.simnormal.MeanBIC.R
breakpoint/R/CE.Normal.Init.MeanVar.R
breakpoint/R/AICzinb.R
breakpoint/R/ce.simNormalNB.AIC.R
breakpoint/R/logliknb.R
breakpoint/R/breakpoint-internal.R
breakpoint/R/fun.alpha.R
breakpoint/R/loglik.MeanVarNormal.R
breakpoint/R/ce.sim4beta.Init.Mean.AIC.R
breakpoint/R/ce.simnormal.MeanAIC.R
breakpoint/R/ce.4betaNB.BIC.Init.R
breakpoint/R/ce.simnormal.Init.MeanVar.BIC.R
breakpoint/R/ce.simnormal.MeanVar.AIC.R
breakpoint/R/ce.sim4beta.R
breakpoint/R/ce.sim4beta.Init.Mean.BIC.R
breakpoint/R/BIC.MeanNormal.R
breakpoint/R/ce.simnormal.Init.Mean.AIC.R
breakpoint/R/betarand.R
breakpoint/R/BICzinb.R
breakpoint/R/mBIC.R
breakpoint/R/ce.simnormal.R
breakpoint/R/ce.simNormalNB.AIC.Init.R
breakpoint/R/ce.4betaNB.AIC.R
breakpoint/R/ce.simNormalZINB.R
breakpoint/R/loglikzinb.R
breakpoint/R/normrand.R
breakpoint/R/ce.4betaNB.AIC.Init.R
breakpoint/R/ce.simnormal.Init.mBIC.R
breakpoint/R/CE.ZINB.R
breakpoint/R/ce.4betaZINB.BIC.Init.R
breakpoint/R/BIC.MeanVarNormal.R
breakpoint/R/ce.simNormalZINB.BIC.R
breakpoint/R/ce.4betaZINB.AIC.R
breakpoint/R/ce.simNormalZINB.AIC.R
breakpoint/R/llhoodzinb.R
breakpoint/R/ce.simnormal.Init.MeanVar.AIC.R
breakpoint/R/ce.simNormalNB.BIC.R
breakpoint/R/ce.sim4beta.MeanAIC.R
breakpoint/R/ce.sim4beta.Init.mBIC.R
breakpoint/R/ce.sim4beta.MeanVar.BIC.R
breakpoint/MD5
breakpoint/DESCRIPTION
breakpoint/man
breakpoint/man/ch1.GM03563.Rd
breakpoint/man/CE.ZINB.Rd
breakpoint/man/profilePlot.Rd
breakpoint/man/CE.Normal.MeanVar.Rd
breakpoint/man/CE.Normal.Init.MeanVar.Rd
breakpoint/man/CE.Normal.Mean.Rd
breakpoint/man/CE.Normal.Init.Mean.Rd
breakpoint/man/breakpoint-package.Rd
breakpoint/man/CE.NB.Rd
breakpoint/man/CE.NB.Init.Rd
breakpoint/man/CE.ZINB.Init.Rd