Change Point Detection in High-Dimensional Time Series Networks

Documentation for package ‘fabisearch’ version 0.0.4.5

AALatlas	Automated Anatomical Labeling (AAL) atlas coordinates
AALfmri	90 ROI data from the NYU test-retest resting state fMRI data set
adjmatrix	Adjacency matrix for the NYU test-restest resting-state fMRI data set
detect.cps	Multiple change point detection in the network (or clustering) structure of multivariate high-dimensional time series
est.net	Sparse network estimation using non-negative matrix factorization (NMF) for data between change points
fabisearch	Change Point Detection in High-Dimensional Time Series Networks
gordatlas	Gordon atlas coordinates
gordfmri	333 ROI data from the NYU test-retest resting state fMRI data set
logSP500	Daily adjusted logarithmic returns for the Standard and Poor's 500
net.3dplot	3D network plot of an adjacency matrix between pairs of change points
opt.rank	Finds the optimal rank for non-negative matrix factorization (NMF)
sim2	A simulated data set (see simulation 2 from Ondrus et al., 2021)