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 |