Multiple Change-Point Detection for Nonstationary Time Series


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Documentation for package ‘wbsts’ version 2.1

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wbsts-package Multiple change-point detection for nonstationary time series
cr.rand.max.inner.prod The value that maximises the random CUSUM statistic across all the scales
cusum A C++ implementation of the CUSUM statistic
ews.trans Computation of the Evolutionary Wavelet Spectrum (EWS)
get.thres Universal thresholds calculation
get.thres.ar Selection of thresholds by fitting an AR(p) model
hello Hello, World!
multi_across_fip The value that maximises the random CUSUM statistic across all the scales (C++ version)
post.processing Post-processing of the change-points
sim.pw.ar Simulation of a piecewise constant AR(1) model
sim.pw.ar2 Simulation of a piecewise constant AR(2) model
sim.pw.arma Simulation of a piecewise constant ARMA(p,q) model for p=2 and q=1
tau.fun Universal thresholds
uh.wbs The Wild Binary Segmentation algorithm
wbs.lsw Change point detection for a nonstationary process using Wild Binary Segmentation