Man pages for changepoints
A Collection of Change-Point Detection Methods
| aARC | Automatic adversarially robust univariate mean change point... |
| ARC | Adversarially robust univariate mean change point detection. |
| BD_U | Backward detection with a robust bootstrap change point test... |
| BS.cov | Binary Segmentation for covariance change points detection... |
| BS.uni.nonpar | Standard binary segmentation for univariate nonparametric... |
| BS.univar | Standard binary segmentation for univariate mean change... |
| calibrate.online.network.missing | Calibrate step for online change point detection for network... |
| changepoints | changepoints-package: A Collections of Change-Point Detection... |
| CI.regression | Confidence interval construction of change points for... |
| CV.search.DPDU.regression | Grid search based on cross-validation of dynamic programming... |
| CV.search.DP.LR.regression | Grid search based on Cross-Validation of all tuning... |
| CV.search.DP.poly | Grid search for dynamic programming to select the tuning... |
| CV.search.DP.regression | Grid search based on cross-validation of dynamic programming... |
| CV.search.DP.univar | Grid search for dynamic programming to select the tuning... |
| CV.search.DP.VAR1 | Grid search based on cross-validation of dynamic programming... |
| DPDU.regression | Dynamic programming with dynamic update algorithm for... |
| DP.poly | Dynamic programming algorithm for univariate polynomials... |
| DP.regression | Dynamic programming algorithm for regression change points... |
| DP.SEPP | Dynamic programming for SEPP change points detection through... |
| DP.univar | Dynamic programming for univariate mean change points... |
| DP.VAR1 | Dynamic programming for VAR1 change points detection through... |
| gen.cov.mat | Generate population covariance matrix with dimension p. |
| gen.missing | Function to generate a matrix with values 0 or 1, where 0... |
| gen.piece.poly | Generate univariate data from piecewise polynomials of degree... |
| gen.piece.poly.noiseless | Mean function of piecewise polynomials. |
| Hausdorff.dist | Bidirectional Hausdorff distance. |
| huber_mean | Element-wise adaptive Huber mean estimator. |
| lambda.network.missing | Function to compute the default thresholding parameter for... |
| local.refine.CV.VAR1 | Local refinement for VAR1 change points detection. |
| local.refine.DPDU.regression | Local refinement for DPDU regression change points... |
| local.refine.network | Local refinement for network change points detection. |
| local.refine.poly | Local refinement for univariate polynomials change point... |
| local.refine.regression | Local refinement for regression change points localisation. |
| local.refine.univar | Local refinement of an initial estimator for univariate mean... |
| local.refine.VAR1 | Local refinement for VAR1 change points detection. |
| lowertri2mat | Transform a vector containing lower diagonal entries into a... |
| LRV.regression | Long-run variance estimation for regression settings with... |
| online.network | Online change point detection for network data. |
| online.network.missing | Online change point detection for network data with missing... |
| online.univar | Online change point detection with controlled false alarm... |
| online.univar.multi | Online change point detection with potentially multiple... |
| simu.change.regression | Simulate a sparse regression model with change points in... |
| simu.RDPG | Simulate a dot product graph (without change point). |
| simu.SBM | Simulate a Stochastic Block Model (without change point). |
| simu.SEPP | Simulate a (stable) SEPP model (without change point). |
| simu.VAR1 | Simulate from a VAR1 model (without change point). |
| softImpute.network.missing | Estimate graphon matrix by soft-impute for independent... |
| thresholdBS | Thresholding a BS object with threshold value tau. |
| trim_interval | Interval trimming based on initial change point localisation. |
| tuneBSmultinonpar | A function to compute change points based on the multivariate... |
| tuneBSnonparRDPG | Change points detection for dependent dynamic random dot... |
| tuneBSuninonpar | Wild binary segmentation for univariate nonparametric change... |
| tuneBSunivar | Univariate mean change points detection based on standard or... |
| WBS.intervals | Generate random intervals for WBS. |
| WBSIP.cov | Wild binary segmentation for covariance change points... |
| WBS.multi.nonpar | Wild binary segmentation for multivariate nonparametric... |
| WBS.network | Wild binary segmentation for network change points detection. |
| WBS.nonpar.RDPG | Wild binary segmentation for dependent dynamic random dot... |
| WBS.uni.nonpar | Wild binary segmentation for univariate nonparametric change... |
| WBS.uni.rob | Robust wild binary segmentation for univariate mean change... |
| WBS.univar | Wild binary segmentation for univariate mean change points... |
