High-Dimensional Changepoint Estimation via Sparse Projection


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Documentation for package ‘InspectChangepoint’ version 1.0.1

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InspectChangepoint-package High-Dimensional Changepoint Estimation via Sparse Projection
compute.threshold Computing threshold used in 'inspect'
cusum.transform CUSUM transformation
inspect Informative sparse projection for estimation of changepoints (inspect)
InspectChangepoint High-Dimensional Changepoint Estimation via Sparse Projection
locate.change Single changepoint estimation
multi.change High-dimensional time series with multiple changepoints
PiS Matrix projection onto the nuclear norm unit sphere
PiW Projection onto the standard simplex
plot.hdchangeseq Plot function for 'hdchangeseq' class
plot.inspect Informative sparse projection for estimation of changepoints (inspect)
print.inspect Informative sparse projection for estimation of changepoints (inspect)
rescale.variance Noise standardisation for multivariate time series.
single.change High-dimensional time series with exactly one change in the mean structure
sparse.svd Sparse left leading singular vector
summary.inspect Informative sparse projection for estimation of changepoints (inspect)
vector.norm Vector norms and entrywise matrix norms
vector.soft.thresh Soft thresholding operation